Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- added_tokens.json +4 -0
- alphabet.json +1 -0
- checkpoint-65871/config.json +116 -0
- checkpoint-65871/model.safetensors +3 -0
- checkpoint-65871/optimizer.pt +3 -0
- checkpoint-65871/preprocessor_config.json +10 -0
- checkpoint-65871/rng_state.pth +3 -0
- checkpoint-65871/scheduler.pt +3 -0
- checkpoint-65871/trainer_state.json +1698 -0
- checkpoint-65871/training_args.bin +3 -0
- checkpoint-67560/config.json +116 -0
- checkpoint-67560/model.safetensors +3 -0
- checkpoint-67560/optimizer.pt +3 -0
- checkpoint-67560/preprocessor_config.json +10 -0
- checkpoint-67560/rng_state.pth +3 -0
- checkpoint-67560/scheduler.pt +3 -0
- checkpoint-67560/trainer_state.json +1741 -0
- checkpoint-67560/training_args.bin +3 -0
- config.json +116 -0
- language_model/5gram.bin +3 -0
- language_model/attrs.json +1 -0
- language_model/unigrams.txt +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +10 -0
- runs/May30_23-24-24_idun-04-09/events.out.tfevents.1717105991.idun-04-09.1310150.0 +3 -0
- special_tokens_map.json +6 -0
- tokenizer_config.json +47 -0
- training_args.bin +3 -0
- vocab.json +34 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
language_model/unigrams.txt filter=lfs diff=lfs merge=lfs -text
|
added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 33,
|
| 3 |
+
"<s>": 32
|
| 4 |
+
}
|
alphabet.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"labels": [" ", "a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", "n", "o", "p", "q", "r", "s", "t", "u", "v", "w", "x", "y", "z", "\u00e5", "\u00e6", "\u00f8" ,"\u2047", "", "<s>", "</s>"], "is_bpe": false}
|
checkpoint-65871/config.json
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "NbAiLab/nb-wav2vec2-300m-bokmaal",
|
| 3 |
+
"activation_dropout": 0.055,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.094,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.04,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.047,
|
| 58 |
+
"hidden_size": 1024,
|
| 59 |
+
"initializer_range": 0.02,
|
| 60 |
+
"intermediate_size": 4096,
|
| 61 |
+
"layer_norm_eps": 1e-05,
|
| 62 |
+
"layerdrop": 0.041,
|
| 63 |
+
"mask_channel_length": 10,
|
| 64 |
+
"mask_channel_min_space": 1,
|
| 65 |
+
"mask_channel_other": 0.0,
|
| 66 |
+
"mask_channel_prob": 0.0,
|
| 67 |
+
"mask_channel_selection": "static",
|
| 68 |
+
"mask_feature_length": 64,
|
| 69 |
+
"mask_feature_min_masks": 0,
|
| 70 |
+
"mask_feature_prob": 0.25,
|
| 71 |
+
"mask_time_length": 10,
|
| 72 |
+
"mask_time_min_masks": 2,
|
| 73 |
+
"mask_time_min_space": 1,
|
| 74 |
+
"mask_time_other": 0.0,
|
| 75 |
+
"mask_time_prob": 0.082,
|
| 76 |
+
"mask_time_selection": "static",
|
| 77 |
+
"model_type": "wav2vec2",
|
| 78 |
+
"num_adapter_layers": 3,
|
| 79 |
+
"num_attention_heads": 16,
|
| 80 |
+
"num_codevector_groups": 2,
|
| 81 |
+
"num_codevectors_per_group": 320,
|
| 82 |
+
"num_conv_pos_embedding_groups": 16,
|
| 83 |
+
"num_conv_pos_embeddings": 128,
|
| 84 |
+
"num_feat_extract_layers": 7,
|
| 85 |
+
"num_hidden_layers": 24,
|
| 86 |
+
"num_negatives": 100,
|
| 87 |
+
"output_hidden_size": 1024,
|
| 88 |
+
"pad_token_id": 31,
|
| 89 |
+
"proj_codevector_dim": 768,
|
| 90 |
+
"tdnn_dilation": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
1,
|
| 95 |
+
1
|
| 96 |
+
],
|
| 97 |
+
"tdnn_dim": [
|
| 98 |
+
512,
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
1500
|
| 103 |
+
],
|
| 104 |
+
"tdnn_kernel": [
|
| 105 |
+
5,
|
| 106 |
+
3,
|
| 107 |
+
3,
|
| 108 |
+
1,
|
| 109 |
+
1
|
| 110 |
+
],
|
| 111 |
+
"torch_dtype": "float32",
|
| 112 |
+
"transformers_version": "4.38.1",
|
| 113 |
+
"use_weighted_layer_sum": false,
|
| 114 |
+
"vocab_size": 34,
|
| 115 |
+
"xvector_output_dim": 512
|
| 116 |
+
}
|
checkpoint-65871/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d6f2cb9759090ff3e4f9ed9a8800e2008d2c3ca13063af3457dea658c88a0b1a
|
| 3 |
+
size 1261946880
|
checkpoint-65871/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10263e0e1d8ba434df3cad1ccad26c2dde097656e3cd954e7d0eb9f26aa80ef6
|
| 3 |
+
size 2490438582
|
checkpoint-65871/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2ProcessorWithLM",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-65871/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:838ef37a988d80a33b67380e4197e8fd92eabfc665f59d1401eee6787873b549
|
| 3 |
+
size 14244
|
checkpoint-65871/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:42b41e6855efa3a52786891fb57f47ab6782d9c03141030a4fb4f037b4f4bde6
|
| 3 |
+
size 1064
|
checkpoint-65871/trainer_state.json
ADDED
|
@@ -0,0 +1,1698 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.22021302283154026,
|
| 3 |
+
"best_model_checkpoint": "/cluster/home/torstefl/Master/saved_model/W2V/Combined/BB-NB-RUND/30.05/checkpoint-65871",
|
| 4 |
+
"epoch": 39.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 65871,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 5.23741340637207,
|
| 14 |
+
"learning_rate": 9.971692400847715e-05,
|
| 15 |
+
"loss": 0.9222,
|
| 16 |
+
"step": 1689
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_bigbrother_loss": 1.5889759063720703,
|
| 21 |
+
"eval_bigbrother_runtime": 41.228,
|
| 22 |
+
"eval_bigbrother_samples_per_second": 33.23,
|
| 23 |
+
"eval_bigbrother_steps_per_second": 1.043,
|
| 24 |
+
"eval_bigbrother_wer": 0.5449931523402884,
|
| 25 |
+
"step": 1689
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.0,
|
| 29 |
+
"eval_BB_NB_RUND_loss": 0.9018728137016296,
|
| 30 |
+
"eval_BB_NB_RUND_runtime": 133.4774,
|
| 31 |
+
"eval_BB_NB_RUND_samples_per_second": 24.334,
|
| 32 |
+
"eval_BB_NB_RUND_steps_per_second": 0.764,
|
| 33 |
+
"eval_BB_NB_RUND_wer": 0.32291471038016795,
|
| 34 |
+
"step": 1689
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"epoch": 1.0,
|
| 38 |
+
"eval_rundkast_loss": 0.3399111032485962,
|
| 39 |
+
"eval_rundkast_runtime": 32.978,
|
| 40 |
+
"eval_rundkast_samples_per_second": 40.785,
|
| 41 |
+
"eval_rundkast_steps_per_second": 1.304,
|
| 42 |
+
"eval_rundkast_wer": 0.1885937002863506,
|
| 43 |
+
"step": 1689
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.0,
|
| 47 |
+
"eval_nb_samtale_loss": 0.5534453988075256,
|
| 48 |
+
"eval_nb_samtale_runtime": 38.0417,
|
| 49 |
+
"eval_nb_samtale_samples_per_second": 14.011,
|
| 50 |
+
"eval_nb_samtale_steps_per_second": 0.447,
|
| 51 |
+
"eval_nb_samtale_wer": 0.235595703125,
|
| 52 |
+
"step": 1689
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 2.0,
|
| 56 |
+
"grad_norm": 3.7305831909179688,
|
| 57 |
+
"learning_rate": 9.716167120799274e-05,
|
| 58 |
+
"loss": 0.7821,
|
| 59 |
+
"step": 3378
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 2.0,
|
| 63 |
+
"eval_bigbrother_loss": 1.4070501327514648,
|
| 64 |
+
"eval_bigbrother_runtime": 41.1443,
|
| 65 |
+
"eval_bigbrother_samples_per_second": 33.297,
|
| 66 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 67 |
+
"eval_bigbrother_wer": 0.510271489567389,
|
| 68 |
+
"step": 3378
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 2.0,
|
| 72 |
+
"eval_BB_NB_RUND_loss": 0.8076683282852173,
|
| 73 |
+
"eval_BB_NB_RUND_runtime": 129.6259,
|
| 74 |
+
"eval_BB_NB_RUND_samples_per_second": 25.057,
|
| 75 |
+
"eval_BB_NB_RUND_steps_per_second": 0.787,
|
| 76 |
+
"eval_BB_NB_RUND_wer": 0.30147828186623027,
|
| 77 |
+
"step": 3378
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.0,
|
| 81 |
+
"eval_rundkast_loss": 0.317608118057251,
|
| 82 |
+
"eval_rundkast_runtime": 32.5347,
|
| 83 |
+
"eval_rundkast_samples_per_second": 41.34,
|
| 84 |
+
"eval_rundkast_steps_per_second": 1.322,
|
| 85 |
+
"eval_rundkast_wer": 0.16775373846643335,
|
| 86 |
+
"step": 3378
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 2.0,
|
| 90 |
+
"eval_nb_samtale_loss": 0.5036561489105225,
|
| 91 |
+
"eval_nb_samtale_runtime": 37.1369,
|
| 92 |
+
"eval_nb_samtale_samples_per_second": 14.352,
|
| 93 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 94 |
+
"eval_nb_samtale_wer": 0.22639973958333334,
|
| 95 |
+
"step": 3378
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 3.0,
|
| 99 |
+
"grad_norm": 4.790787696838379,
|
| 100 |
+
"learning_rate": 9.460490463215258e-05,
|
| 101 |
+
"loss": 0.7185,
|
| 102 |
+
"step": 5067
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 3.0,
|
| 106 |
+
"eval_bigbrother_loss": 1.203812837600708,
|
| 107 |
+
"eval_bigbrother_runtime": 41.1237,
|
| 108 |
+
"eval_bigbrother_samples_per_second": 33.314,
|
| 109 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 110 |
+
"eval_bigbrother_wer": 0.49714009506162893,
|
| 111 |
+
"step": 5067
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 3.0,
|
| 115 |
+
"eval_BB_NB_RUND_loss": 0.6942233443260193,
|
| 116 |
+
"eval_BB_NB_RUND_runtime": 132.6472,
|
| 117 |
+
"eval_BB_NB_RUND_samples_per_second": 24.486,
|
| 118 |
+
"eval_BB_NB_RUND_steps_per_second": 0.769,
|
| 119 |
+
"eval_BB_NB_RUND_wer": 0.2955222278861374,
|
| 120 |
+
"step": 5067
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 3.0,
|
| 124 |
+
"eval_rundkast_loss": 0.27395445108413696,
|
| 125 |
+
"eval_rundkast_runtime": 32.6467,
|
| 126 |
+
"eval_rundkast_samples_per_second": 41.199,
|
| 127 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 128 |
+
"eval_rundkast_wer": 0.16481069042316257,
|
| 129 |
+
"step": 5067
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 3.0,
|
| 133 |
+
"eval_nb_samtale_loss": 0.44476863741874695,
|
| 134 |
+
"eval_nb_samtale_runtime": 37.2129,
|
| 135 |
+
"eval_nb_samtale_samples_per_second": 14.323,
|
| 136 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 137 |
+
"eval_nb_samtale_wer": 0.225830078125,
|
| 138 |
+
"step": 5067
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 4.0,
|
| 142 |
+
"grad_norm": 4.615499496459961,
|
| 143 |
+
"learning_rate": 9.204965183166818e-05,
|
| 144 |
+
"loss": 0.6788,
|
| 145 |
+
"step": 6756
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.0,
|
| 149 |
+
"eval_bigbrother_loss": 1.1682614088058472,
|
| 150 |
+
"eval_bigbrother_runtime": 41.2735,
|
| 151 |
+
"eval_bigbrother_samples_per_second": 33.193,
|
| 152 |
+
"eval_bigbrother_steps_per_second": 1.042,
|
| 153 |
+
"eval_bigbrother_wer": 0.46934665270281156,
|
| 154 |
+
"step": 6756
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 4.0,
|
| 158 |
+
"eval_BB_NB_RUND_loss": 0.6765461564064026,
|
| 159 |
+
"eval_BB_NB_RUND_runtime": 128.689,
|
| 160 |
+
"eval_BB_NB_RUND_samples_per_second": 25.239,
|
| 161 |
+
"eval_BB_NB_RUND_steps_per_second": 0.793,
|
| 162 |
+
"eval_BB_NB_RUND_wer": 0.27942478469669735,
|
| 163 |
+
"step": 6756
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.0,
|
| 167 |
+
"eval_rundkast_loss": 0.2691804766654968,
|
| 168 |
+
"eval_rundkast_runtime": 32.6511,
|
| 169 |
+
"eval_rundkast_samples_per_second": 41.193,
|
| 170 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 171 |
+
"eval_rundkast_wer": 0.15566337893732102,
|
| 172 |
+
"step": 6756
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 4.0,
|
| 176 |
+
"eval_nb_samtale_loss": 0.4400266706943512,
|
| 177 |
+
"eval_nb_samtale_runtime": 37.139,
|
| 178 |
+
"eval_nb_samtale_samples_per_second": 14.351,
|
| 179 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 180 |
+
"eval_nb_samtale_wer": 0.21329752604166666,
|
| 181 |
+
"step": 6756
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 5.0,
|
| 185 |
+
"grad_norm": 5.309389591217041,
|
| 186 |
+
"learning_rate": 8.949288525582804e-05,
|
| 187 |
+
"loss": 0.6442,
|
| 188 |
+
"step": 8445
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 5.0,
|
| 192 |
+
"eval_bigbrother_loss": 1.163558006286621,
|
| 193 |
+
"eval_bigbrother_runtime": 41.5596,
|
| 194 |
+
"eval_bigbrother_samples_per_second": 32.965,
|
| 195 |
+
"eval_bigbrother_steps_per_second": 1.035,
|
| 196 |
+
"eval_bigbrother_wer": 0.46080721823894305,
|
| 197 |
+
"step": 8445
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 5.0,
|
| 201 |
+
"eval_BB_NB_RUND_loss": 0.6712897419929504,
|
| 202 |
+
"eval_BB_NB_RUND_runtime": 199.5442,
|
| 203 |
+
"eval_BB_NB_RUND_samples_per_second": 16.277,
|
| 204 |
+
"eval_BB_NB_RUND_steps_per_second": 0.511,
|
| 205 |
+
"eval_BB_NB_RUND_wer": 0.2733345853566925,
|
| 206 |
+
"step": 8445
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 5.0,
|
| 210 |
+
"eval_rundkast_loss": 0.26304560899734497,
|
| 211 |
+
"eval_rundkast_runtime": 32.653,
|
| 212 |
+
"eval_rundkast_samples_per_second": 41.191,
|
| 213 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 214 |
+
"eval_rundkast_wer": 0.15224307986000638,
|
| 215 |
+
"step": 8445
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 5.0,
|
| 219 |
+
"eval_nb_samtale_loss": 0.4362596273422241,
|
| 220 |
+
"eval_nb_samtale_runtime": 37.3619,
|
| 221 |
+
"eval_nb_samtale_samples_per_second": 14.266,
|
| 222 |
+
"eval_nb_samtale_steps_per_second": 0.455,
|
| 223 |
+
"eval_nb_samtale_wer": 0.20719401041666666,
|
| 224 |
+
"step": 8445
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 6.0,
|
| 228 |
+
"grad_norm": 3.735290050506592,
|
| 229 |
+
"learning_rate": 8.69361186799879e-05,
|
| 230 |
+
"loss": 0.6167,
|
| 231 |
+
"step": 10134
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 6.0,
|
| 235 |
+
"eval_bigbrother_loss": 1.111521601676941,
|
| 236 |
+
"eval_bigbrother_runtime": 41.747,
|
| 237 |
+
"eval_bigbrother_samples_per_second": 32.817,
|
| 238 |
+
"eval_bigbrother_steps_per_second": 1.03,
|
| 239 |
+
"eval_bigbrother_wer": 0.44960928059292676,
|
| 240 |
+
"step": 10134
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 6.0,
|
| 244 |
+
"eval_BB_NB_RUND_loss": 0.6480989456176758,
|
| 245 |
+
"eval_BB_NB_RUND_runtime": 129.1077,
|
| 246 |
+
"eval_BB_NB_RUND_samples_per_second": 25.157,
|
| 247 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 248 |
+
"eval_BB_NB_RUND_wer": 0.2680224291041773,
|
| 249 |
+
"step": 10134
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 6.0,
|
| 253 |
+
"eval_rundkast_loss": 0.260196715593338,
|
| 254 |
+
"eval_rundkast_runtime": 32.8953,
|
| 255 |
+
"eval_rundkast_samples_per_second": 40.887,
|
| 256 |
+
"eval_rundkast_steps_per_second": 1.307,
|
| 257 |
+
"eval_rundkast_wer": 0.15001590836780146,
|
| 258 |
+
"step": 10134
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 6.0,
|
| 262 |
+
"eval_nb_samtale_loss": 0.4358641803264618,
|
| 263 |
+
"eval_nb_samtale_runtime": 37.2416,
|
| 264 |
+
"eval_nb_samtale_samples_per_second": 14.312,
|
| 265 |
+
"eval_nb_samtale_steps_per_second": 0.456,
|
| 266 |
+
"eval_nb_samtale_wer": 0.20475260416666666,
|
| 267 |
+
"step": 10134
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 7.0,
|
| 271 |
+
"grad_norm": 3.0601396560668945,
|
| 272 |
+
"learning_rate": 8.438086587950349e-05,
|
| 273 |
+
"loss": 0.5897,
|
| 274 |
+
"step": 11823
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 7.0,
|
| 278 |
+
"eval_bigbrother_loss": 1.1370279788970947,
|
| 279 |
+
"eval_bigbrother_runtime": 40.9127,
|
| 280 |
+
"eval_bigbrother_samples_per_second": 33.486,
|
| 281 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 282 |
+
"eval_bigbrother_wer": 0.4386530250543785,
|
| 283 |
+
"step": 11823
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"epoch": 7.0,
|
| 287 |
+
"eval_BB_NB_RUND_loss": 0.6591894626617432,
|
| 288 |
+
"eval_BB_NB_RUND_runtime": 131.1395,
|
| 289 |
+
"eval_BB_NB_RUND_samples_per_second": 24.768,
|
| 290 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 291 |
+
"eval_BB_NB_RUND_wer": 0.26238832398787326,
|
| 292 |
+
"step": 11823
|
| 293 |
+
},
|
| 294 |
+
{
|
| 295 |
+
"epoch": 7.0,
|
| 296 |
+
"eval_rundkast_loss": 0.268062025308609,
|
| 297 |
+
"eval_rundkast_runtime": 33.0258,
|
| 298 |
+
"eval_rundkast_samples_per_second": 40.726,
|
| 299 |
+
"eval_rundkast_steps_per_second": 1.302,
|
| 300 |
+
"eval_rundkast_wer": 0.14762965319758192,
|
| 301 |
+
"step": 11823
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 7.0,
|
| 305 |
+
"eval_nb_samtale_loss": 0.4182298183441162,
|
| 306 |
+
"eval_nb_samtale_runtime": 37.1616,
|
| 307 |
+
"eval_nb_samtale_samples_per_second": 14.343,
|
| 308 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 309 |
+
"eval_nb_samtale_wer": 0.20149739583333334,
|
| 310 |
+
"step": 11823
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"epoch": 8.0,
|
| 314 |
+
"grad_norm": 5.5860819816589355,
|
| 315 |
+
"learning_rate": 8.182561307901908e-05,
|
| 316 |
+
"loss": 0.5683,
|
| 317 |
+
"step": 13512
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 8.0,
|
| 321 |
+
"eval_bigbrother_loss": 1.1404756307601929,
|
| 322 |
+
"eval_bigbrother_runtime": 40.7715,
|
| 323 |
+
"eval_bigbrother_samples_per_second": 33.602,
|
| 324 |
+
"eval_bigbrother_steps_per_second": 1.055,
|
| 325 |
+
"eval_bigbrother_wer": 0.429388544268106,
|
| 326 |
+
"step": 13512
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 8.0,
|
| 330 |
+
"eval_BB_NB_RUND_loss": 0.6637564897537231,
|
| 331 |
+
"eval_BB_NB_RUND_runtime": 129.0461,
|
| 332 |
+
"eval_BB_NB_RUND_samples_per_second": 25.169,
|
| 333 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 334 |
+
"eval_BB_NB_RUND_wer": 0.255466423416414,
|
| 335 |
+
"step": 13512
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 8.0,
|
| 339 |
+
"eval_rundkast_loss": 0.26927700638771057,
|
| 340 |
+
"eval_rundkast_runtime": 32.7194,
|
| 341 |
+
"eval_rundkast_samples_per_second": 41.107,
|
| 342 |
+
"eval_rundkast_steps_per_second": 1.314,
|
| 343 |
+
"eval_rundkast_wer": 0.14230034998409163,
|
| 344 |
+
"step": 13512
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 8.0,
|
| 348 |
+
"eval_nb_samtale_loss": 0.43339914083480835,
|
| 349 |
+
"eval_nb_samtale_runtime": 37.1014,
|
| 350 |
+
"eval_nb_samtale_samples_per_second": 14.366,
|
| 351 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 352 |
+
"eval_nb_samtale_wer": 0.19539388020833334,
|
| 353 |
+
"step": 13512
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"epoch": 9.0,
|
| 357 |
+
"grad_norm": 6.843884468078613,
|
| 358 |
+
"learning_rate": 7.927036027853467e-05,
|
| 359 |
+
"loss": 0.5532,
|
| 360 |
+
"step": 15201
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 9.0,
|
| 364 |
+
"eval_bigbrother_loss": 1.1039360761642456,
|
| 365 |
+
"eval_bigbrother_runtime": 41.1161,
|
| 366 |
+
"eval_bigbrother_samples_per_second": 33.32,
|
| 367 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 368 |
+
"eval_bigbrother_wer": 0.42600499476355436,
|
| 369 |
+
"step": 15201
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 9.0,
|
| 373 |
+
"eval_BB_NB_RUND_loss": 0.6467078924179077,
|
| 374 |
+
"eval_BB_NB_RUND_runtime": 131.0223,
|
| 375 |
+
"eval_BB_NB_RUND_samples_per_second": 24.79,
|
| 376 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 377 |
+
"eval_BB_NB_RUND_wer": 0.2532664395138572,
|
| 378 |
+
"step": 15201
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 9.0,
|
| 382 |
+
"eval_rundkast_loss": 0.27150803804397583,
|
| 383 |
+
"eval_rundkast_runtime": 32.7213,
|
| 384 |
+
"eval_rundkast_samples_per_second": 41.105,
|
| 385 |
+
"eval_rundkast_steps_per_second": 1.314,
|
| 386 |
+
"eval_rundkast_wer": 0.14317531021317212,
|
| 387 |
+
"step": 15201
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 9.0,
|
| 391 |
+
"eval_nb_samtale_loss": 0.4183700680732727,
|
| 392 |
+
"eval_nb_samtale_runtime": 37.0058,
|
| 393 |
+
"eval_nb_samtale_samples_per_second": 14.403,
|
| 394 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 395 |
+
"eval_nb_samtale_wer": 0.19173177083333334,
|
| 396 |
+
"step": 15201
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 10.0,
|
| 400 |
+
"grad_norm": 4.194594860076904,
|
| 401 |
+
"learning_rate": 7.671359370269452e-05,
|
| 402 |
+
"loss": 0.5346,
|
| 403 |
+
"step": 16890
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"epoch": 10.0,
|
| 407 |
+
"eval_bigbrother_loss": 1.1744848489761353,
|
| 408 |
+
"eval_bigbrother_runtime": 41.0112,
|
| 409 |
+
"eval_bigbrother_samples_per_second": 33.405,
|
| 410 |
+
"eval_bigbrother_steps_per_second": 1.048,
|
| 411 |
+
"eval_bigbrother_wer": 0.4209296705067268,
|
| 412 |
+
"step": 16890
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"epoch": 10.0,
|
| 416 |
+
"eval_BB_NB_RUND_loss": 0.6952946782112122,
|
| 417 |
+
"eval_BB_NB_RUND_runtime": 128.204,
|
| 418 |
+
"eval_BB_NB_RUND_samples_per_second": 25.335,
|
| 419 |
+
"eval_BB_NB_RUND_steps_per_second": 0.796,
|
| 420 |
+
"eval_BB_NB_RUND_wer": 0.2505298741716524,
|
| 421 |
+
"step": 16890
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"epoch": 10.0,
|
| 425 |
+
"eval_rundkast_loss": 0.2990908622741699,
|
| 426 |
+
"eval_rundkast_runtime": 32.6803,
|
| 427 |
+
"eval_rundkast_samples_per_second": 41.156,
|
| 428 |
+
"eval_rundkast_steps_per_second": 1.316,
|
| 429 |
+
"eval_rundkast_wer": 0.1403118040089087,
|
| 430 |
+
"step": 16890
|
| 431 |
+
},
|
| 432 |
+
{
|
| 433 |
+
"epoch": 10.0,
|
| 434 |
+
"eval_nb_samtale_loss": 0.46227914094924927,
|
| 435 |
+
"eval_nb_samtale_runtime": 37.038,
|
| 436 |
+
"eval_nb_samtale_samples_per_second": 14.391,
|
| 437 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 438 |
+
"eval_nb_samtale_wer": 0.19010416666666666,
|
| 439 |
+
"step": 16890
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 11.0,
|
| 443 |
+
"grad_norm": 4.1977338790893555,
|
| 444 |
+
"learning_rate": 7.415682712685438e-05,
|
| 445 |
+
"loss": 0.5173,
|
| 446 |
+
"step": 18579
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 11.0,
|
| 450 |
+
"eval_bigbrother_loss": 1.2221542596817017,
|
| 451 |
+
"eval_bigbrother_runtime": 40.9814,
|
| 452 |
+
"eval_bigbrother_samples_per_second": 33.43,
|
| 453 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 454 |
+
"eval_bigbrother_wer": 0.4190767743494723,
|
| 455 |
+
"step": 18579
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 11.0,
|
| 459 |
+
"eval_BB_NB_RUND_loss": 0.7245953679084778,
|
| 460 |
+
"eval_BB_NB_RUND_runtime": 131.2027,
|
| 461 |
+
"eval_BB_NB_RUND_samples_per_second": 24.756,
|
| 462 |
+
"eval_BB_NB_RUND_steps_per_second": 0.777,
|
| 463 |
+
"eval_BB_NB_RUND_wer": 0.2488128135647788,
|
| 464 |
+
"step": 18579
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 11.0,
|
| 468 |
+
"eval_rundkast_loss": 0.3232197165489197,
|
| 469 |
+
"eval_rundkast_runtime": 32.6557,
|
| 470 |
+
"eval_rundkast_samples_per_second": 41.187,
|
| 471 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 472 |
+
"eval_rundkast_wer": 0.14237989182309896,
|
| 473 |
+
"step": 18579
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 11.0,
|
| 477 |
+
"eval_nb_samtale_loss": 0.4594550132751465,
|
| 478 |
+
"eval_nb_samtale_runtime": 37.0192,
|
| 479 |
+
"eval_nb_samtale_samples_per_second": 14.398,
|
| 480 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 481 |
+
"eval_nb_samtale_wer": 0.185302734375,
|
| 482 |
+
"step": 18579
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 12.0,
|
| 486 |
+
"grad_norm": 3.211408853530884,
|
| 487 |
+
"learning_rate": 7.160157432636997e-05,
|
| 488 |
+
"loss": 0.5034,
|
| 489 |
+
"step": 20268
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 12.0,
|
| 493 |
+
"eval_bigbrother_loss": 1.1385760307312012,
|
| 494 |
+
"eval_bigbrother_runtime": 40.816,
|
| 495 |
+
"eval_bigbrother_samples_per_second": 33.565,
|
| 496 |
+
"eval_bigbrother_steps_per_second": 1.054,
|
| 497 |
+
"eval_bigbrother_wer": 0.40981229356319987,
|
| 498 |
+
"step": 20268
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"epoch": 12.0,
|
| 502 |
+
"eval_BB_NB_RUND_loss": 0.6762681603431702,
|
| 503 |
+
"eval_BB_NB_RUND_runtime": 128.7262,
|
| 504 |
+
"eval_BB_NB_RUND_samples_per_second": 25.232,
|
| 505 |
+
"eval_BB_NB_RUND_steps_per_second": 0.792,
|
| 506 |
+
"eval_BB_NB_RUND_wer": 0.24229334907305555,
|
| 507 |
+
"step": 20268
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 12.0,
|
| 511 |
+
"eval_rundkast_loss": 0.2944062352180481,
|
| 512 |
+
"eval_rundkast_runtime": 32.5788,
|
| 513 |
+
"eval_rundkast_samples_per_second": 41.284,
|
| 514 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 515 |
+
"eval_rundkast_wer": 0.1358574610244989,
|
| 516 |
+
"step": 20268
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"epoch": 12.0,
|
| 520 |
+
"eval_nb_samtale_loss": 0.451029509305954,
|
| 521 |
+
"eval_nb_samtale_runtime": 36.6243,
|
| 522 |
+
"eval_nb_samtale_samples_per_second": 14.553,
|
| 523 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 524 |
+
"eval_nb_samtale_wer": 0.18172200520833334,
|
| 525 |
+
"step": 20268
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 13.0,
|
| 529 |
+
"grad_norm": 4.915965557098389,
|
| 530 |
+
"learning_rate": 6.904783530124131e-05,
|
| 531 |
+
"loss": 0.4922,
|
| 532 |
+
"step": 21957
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 13.0,
|
| 536 |
+
"eval_bigbrother_loss": 1.070022702217102,
|
| 537 |
+
"eval_bigbrother_runtime": 41.6248,
|
| 538 |
+
"eval_bigbrother_samples_per_second": 32.913,
|
| 539 |
+
"eval_bigbrother_steps_per_second": 1.033,
|
| 540 |
+
"eval_bigbrother_wer": 0.408845565133328,
|
| 541 |
+
"step": 21957
|
| 542 |
+
},
|
| 543 |
+
{
|
| 544 |
+
"epoch": 13.0,
|
| 545 |
+
"eval_BB_NB_RUND_loss": 0.641231894493103,
|
| 546 |
+
"eval_BB_NB_RUND_runtime": 130.0831,
|
| 547 |
+
"eval_BB_NB_RUND_samples_per_second": 24.969,
|
| 548 |
+
"eval_BB_NB_RUND_steps_per_second": 0.784,
|
| 549 |
+
"eval_BB_NB_RUND_wer": 0.24320553752045718,
|
| 550 |
+
"step": 21957
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"epoch": 13.0,
|
| 554 |
+
"eval_rundkast_loss": 0.28888097405433655,
|
| 555 |
+
"eval_rundkast_runtime": 32.35,
|
| 556 |
+
"eval_rundkast_samples_per_second": 41.577,
|
| 557 |
+
"eval_rundkast_steps_per_second": 1.329,
|
| 558 |
+
"eval_rundkast_wer": 0.14023226216990137,
|
| 559 |
+
"step": 21957
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 13.0,
|
| 563 |
+
"eval_nb_samtale_loss": 0.4279041886329651,
|
| 564 |
+
"eval_nb_samtale_runtime": 36.6119,
|
| 565 |
+
"eval_nb_samtale_samples_per_second": 14.558,
|
| 566 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 567 |
+
"eval_nb_samtale_wer": 0.18180338541666666,
|
| 568 |
+
"step": 21957
|
| 569 |
+
},
|
| 570 |
+
{
|
| 571 |
+
"epoch": 14.0,
|
| 572 |
+
"grad_norm": 7.668597221374512,
|
| 573 |
+
"learning_rate": 6.649106872540115e-05,
|
| 574 |
+
"loss": 0.4787,
|
| 575 |
+
"step": 23646
|
| 576 |
+
},
|
| 577 |
+
{
|
| 578 |
+
"epoch": 14.0,
|
| 579 |
+
"eval_bigbrother_loss": 1.123586893081665,
|
| 580 |
+
"eval_bigbrother_runtime": 40.9041,
|
| 581 |
+
"eval_bigbrother_samples_per_second": 33.493,
|
| 582 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 583 |
+
"eval_bigbrother_wer": 0.4079593974059454,
|
| 584 |
+
"step": 23646
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 14.0,
|
| 588 |
+
"eval_BB_NB_RUND_loss": 0.6701177358627319,
|
| 589 |
+
"eval_BB_NB_RUND_runtime": 128.6687,
|
| 590 |
+
"eval_BB_NB_RUND_samples_per_second": 25.243,
|
| 591 |
+
"eval_BB_NB_RUND_steps_per_second": 0.793,
|
| 592 |
+
"eval_BB_NB_RUND_wer": 0.24256163979287956,
|
| 593 |
+
"step": 23646
|
| 594 |
+
},
|
| 595 |
+
{
|
| 596 |
+
"epoch": 14.0,
|
| 597 |
+
"eval_rundkast_loss": 0.2999539077281952,
|
| 598 |
+
"eval_rundkast_runtime": 33.5296,
|
| 599 |
+
"eval_rundkast_samples_per_second": 40.114,
|
| 600 |
+
"eval_rundkast_steps_per_second": 1.282,
|
| 601 |
+
"eval_rundkast_wer": 0.13697104677060135,
|
| 602 |
+
"step": 23646
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 14.0,
|
| 606 |
+
"eval_nb_samtale_loss": 0.43806180357933044,
|
| 607 |
+
"eval_nb_samtale_runtime": 36.6824,
|
| 608 |
+
"eval_nb_samtale_samples_per_second": 14.53,
|
| 609 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 610 |
+
"eval_nb_samtale_wer": 0.18375651041666666,
|
| 611 |
+
"step": 23646
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"epoch": 15.0,
|
| 615 |
+
"grad_norm": 8.808441162109375,
|
| 616 |
+
"learning_rate": 6.393430214956101e-05,
|
| 617 |
+
"loss": 0.4663,
|
| 618 |
+
"step": 25335
|
| 619 |
+
},
|
| 620 |
+
{
|
| 621 |
+
"epoch": 15.0,
|
| 622 |
+
"eval_bigbrother_loss": 1.160325050354004,
|
| 623 |
+
"eval_bigbrother_runtime": 41.0537,
|
| 624 |
+
"eval_bigbrother_samples_per_second": 33.371,
|
| 625 |
+
"eval_bigbrother_steps_per_second": 1.047,
|
| 626 |
+
"eval_bigbrother_wer": 0.3999033271570128,
|
| 627 |
+
"step": 25335
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 15.0,
|
| 631 |
+
"eval_BB_NB_RUND_loss": 0.6799572706222534,
|
| 632 |
+
"eval_BB_NB_RUND_runtime": 185.9813,
|
| 633 |
+
"eval_BB_NB_RUND_samples_per_second": 17.464,
|
| 634 |
+
"eval_BB_NB_RUND_steps_per_second": 0.548,
|
| 635 |
+
"eval_BB_NB_RUND_wer": 0.23767874869208275,
|
| 636 |
+
"step": 25335
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"epoch": 15.0,
|
| 640 |
+
"eval_rundkast_loss": 0.2853633463382721,
|
| 641 |
+
"eval_rundkast_runtime": 32.9208,
|
| 642 |
+
"eval_rundkast_samples_per_second": 40.856,
|
| 643 |
+
"eval_rundkast_steps_per_second": 1.306,
|
| 644 |
+
"eval_rundkast_wer": 0.1345847916003818,
|
| 645 |
+
"step": 25335
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"epoch": 15.0,
|
| 649 |
+
"eval_nb_samtale_loss": 0.4409109652042389,
|
| 650 |
+
"eval_nb_samtale_runtime": 36.4232,
|
| 651 |
+
"eval_nb_samtale_samples_per_second": 14.634,
|
| 652 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 653 |
+
"eval_nb_samtale_wer": 0.178466796875,
|
| 654 |
+
"step": 25335
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 16.0,
|
| 658 |
+
"grad_norm": 4.101474761962891,
|
| 659 |
+
"learning_rate": 6.137753557372086e-05,
|
| 660 |
+
"loss": 0.4579,
|
| 661 |
+
"step": 27024
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"epoch": 16.0,
|
| 665 |
+
"eval_bigbrother_loss": 1.155598759651184,
|
| 666 |
+
"eval_bigbrother_runtime": 42.3097,
|
| 667 |
+
"eval_bigbrother_samples_per_second": 32.38,
|
| 668 |
+
"eval_bigbrother_steps_per_second": 1.016,
|
| 669 |
+
"eval_bigbrother_wer": 0.3999033271570128,
|
| 670 |
+
"step": 27024
|
| 671 |
+
},
|
| 672 |
+
{
|
| 673 |
+
"epoch": 16.0,
|
| 674 |
+
"eval_BB_NB_RUND_loss": 0.6771286129951477,
|
| 675 |
+
"eval_BB_NB_RUND_runtime": 128.4569,
|
| 676 |
+
"eval_BB_NB_RUND_samples_per_second": 25.285,
|
| 677 |
+
"eval_BB_NB_RUND_steps_per_second": 0.794,
|
| 678 |
+
"eval_BB_NB_RUND_wer": 0.23773240683604754,
|
| 679 |
+
"step": 27024
|
| 680 |
+
},
|
| 681 |
+
{
|
| 682 |
+
"epoch": 16.0,
|
| 683 |
+
"eval_rundkast_loss": 0.27949705719947815,
|
| 684 |
+
"eval_rundkast_runtime": 32.5865,
|
| 685 |
+
"eval_rundkast_samples_per_second": 41.275,
|
| 686 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 687 |
+
"eval_rundkast_wer": 0.13450524976137448,
|
| 688 |
+
"step": 27024
|
| 689 |
+
},
|
| 690 |
+
{
|
| 691 |
+
"epoch": 16.0,
|
| 692 |
+
"eval_nb_samtale_loss": 0.4515434503555298,
|
| 693 |
+
"eval_nb_samtale_runtime": 37.0041,
|
| 694 |
+
"eval_nb_samtale_samples_per_second": 14.404,
|
| 695 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 696 |
+
"eval_nb_samtale_wer": 0.17936197916666666,
|
| 697 |
+
"step": 27024
|
| 698 |
+
},
|
| 699 |
+
{
|
| 700 |
+
"epoch": 17.0,
|
| 701 |
+
"grad_norm": 9.384012222290039,
|
| 702 |
+
"learning_rate": 5.882379654859219e-05,
|
| 703 |
+
"loss": 0.4469,
|
| 704 |
+
"step": 28713
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 17.0,
|
| 708 |
+
"eval_bigbrother_loss": 1.1895906925201416,
|
| 709 |
+
"eval_bigbrother_runtime": 40.9285,
|
| 710 |
+
"eval_bigbrother_samples_per_second": 33.473,
|
| 711 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 712 |
+
"eval_bigbrother_wer": 0.40167566261177795,
|
| 713 |
+
"step": 28713
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"epoch": 17.0,
|
| 717 |
+
"eval_BB_NB_RUND_loss": 0.6978138089179993,
|
| 718 |
+
"eval_BB_NB_RUND_runtime": 169.0105,
|
| 719 |
+
"eval_BB_NB_RUND_samples_per_second": 19.218,
|
| 720 |
+
"eval_BB_NB_RUND_steps_per_second": 0.604,
|
| 721 |
+
"eval_BB_NB_RUND_wer": 0.23837630456362516,
|
| 722 |
+
"step": 28713
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 17.0,
|
| 726 |
+
"eval_rundkast_loss": 0.29528018832206726,
|
| 727 |
+
"eval_rundkast_runtime": 32.6968,
|
| 728 |
+
"eval_rundkast_samples_per_second": 41.136,
|
| 729 |
+
"eval_rundkast_steps_per_second": 1.315,
|
| 730 |
+
"eval_rundkast_wer": 0.1377664651606745,
|
| 731 |
+
"step": 28713
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"epoch": 17.0,
|
| 735 |
+
"eval_nb_samtale_loss": 0.4508727788925171,
|
| 736 |
+
"eval_nb_samtale_runtime": 36.4289,
|
| 737 |
+
"eval_nb_samtale_samples_per_second": 14.631,
|
| 738 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 739 |
+
"eval_nb_samtale_wer": 0.17667643229166666,
|
| 740 |
+
"step": 28713
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"epoch": 18.0,
|
| 744 |
+
"grad_norm": 3.587054491043091,
|
| 745 |
+
"learning_rate": 5.626702997275205e-05,
|
| 746 |
+
"loss": 0.4399,
|
| 747 |
+
"step": 30402
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 18.0,
|
| 751 |
+
"eval_bigbrother_loss": 1.1661101579666138,
|
| 752 |
+
"eval_bigbrother_runtime": 41.0139,
|
| 753 |
+
"eval_bigbrother_samples_per_second": 33.403,
|
| 754 |
+
"eval_bigbrother_steps_per_second": 1.048,
|
| 755 |
+
"eval_bigbrother_wer": 0.3982921131072263,
|
| 756 |
+
"step": 30402
|
| 757 |
+
},
|
| 758 |
+
{
|
| 759 |
+
"epoch": 18.0,
|
| 760 |
+
"eval_BB_NB_RUND_loss": 0.6934623718261719,
|
| 761 |
+
"eval_BB_NB_RUND_runtime": 127.79,
|
| 762 |
+
"eval_BB_NB_RUND_samples_per_second": 25.417,
|
| 763 |
+
"eval_BB_NB_RUND_steps_per_second": 0.798,
|
| 764 |
+
"eval_BB_NB_RUND_wer": 0.23443243098221234,
|
| 765 |
+
"step": 30402
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"epoch": 18.0,
|
| 769 |
+
"eval_rundkast_loss": 0.3097790777683258,
|
| 770 |
+
"eval_rundkast_runtime": 32.5419,
|
| 771 |
+
"eval_rundkast_samples_per_second": 41.331,
|
| 772 |
+
"eval_rundkast_steps_per_second": 1.321,
|
| 773 |
+
"eval_rundkast_wer": 0.13307349665924276,
|
| 774 |
+
"step": 30402
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"epoch": 18.0,
|
| 778 |
+
"eval_nb_samtale_loss": 0.4466961622238159,
|
| 779 |
+
"eval_nb_samtale_runtime": 36.4501,
|
| 780 |
+
"eval_nb_samtale_samples_per_second": 14.623,
|
| 781 |
+
"eval_nb_samtale_steps_per_second": 0.466,
|
| 782 |
+
"eval_nb_samtale_wer": 0.17268880208333334,
|
| 783 |
+
"step": 30402
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 19.0,
|
| 787 |
+
"grad_norm": 4.3045973777771,
|
| 788 |
+
"learning_rate": 5.371177717226764e-05,
|
| 789 |
+
"loss": 0.4313,
|
| 790 |
+
"step": 32091
|
| 791 |
+
},
|
| 792 |
+
{
|
| 793 |
+
"epoch": 19.0,
|
| 794 |
+
"eval_bigbrother_loss": 1.1764683723449707,
|
| 795 |
+
"eval_bigbrother_runtime": 41.1081,
|
| 796 |
+
"eval_bigbrother_samples_per_second": 33.327,
|
| 797 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 798 |
+
"eval_bigbrother_wer": 0.3935390316603561,
|
| 799 |
+
"step": 32091
|
| 800 |
+
},
|
| 801 |
+
{
|
| 802 |
+
"epoch": 19.0,
|
| 803 |
+
"eval_BB_NB_RUND_loss": 0.6927400231361389,
|
| 804 |
+
"eval_BB_NB_RUND_runtime": 131.0803,
|
| 805 |
+
"eval_BB_NB_RUND_samples_per_second": 24.779,
|
| 806 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 807 |
+
"eval_BB_NB_RUND_wer": 0.23349341346282831,
|
| 808 |
+
"step": 32091
|
| 809 |
+
},
|
| 810 |
+
{
|
| 811 |
+
"epoch": 19.0,
|
| 812 |
+
"eval_rundkast_loss": 0.296793133020401,
|
| 813 |
+
"eval_rundkast_runtime": 32.4376,
|
| 814 |
+
"eval_rundkast_samples_per_second": 41.464,
|
| 815 |
+
"eval_rundkast_steps_per_second": 1.326,
|
| 816 |
+
"eval_rundkast_wer": 0.13355074769328668,
|
| 817 |
+
"step": 32091
|
| 818 |
+
},
|
| 819 |
+
{
|
| 820 |
+
"epoch": 19.0,
|
| 821 |
+
"eval_nb_samtale_loss": 0.44873738288879395,
|
| 822 |
+
"eval_nb_samtale_runtime": 36.5729,
|
| 823 |
+
"eval_nb_samtale_samples_per_second": 14.574,
|
| 824 |
+
"eval_nb_samtale_steps_per_second": 0.465,
|
| 825 |
+
"eval_nb_samtale_wer": 0.17415364583333334,
|
| 826 |
+
"step": 32091
|
| 827 |
+
},
|
| 828 |
+
{
|
| 829 |
+
"epoch": 20.0,
|
| 830 |
+
"grad_norm": 2.650940418243408,
|
| 831 |
+
"learning_rate": 5.115501059642749e-05,
|
| 832 |
+
"loss": 0.4229,
|
| 833 |
+
"step": 33780
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"epoch": 20.0,
|
| 837 |
+
"eval_bigbrother_loss": 1.1612807512283325,
|
| 838 |
+
"eval_bigbrother_runtime": 41.2062,
|
| 839 |
+
"eval_bigbrother_samples_per_second": 33.247,
|
| 840 |
+
"eval_bigbrother_steps_per_second": 1.044,
|
| 841 |
+
"eval_bigbrother_wer": 0.39402239587529203,
|
| 842 |
+
"step": 33780
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"epoch": 20.0,
|
| 846 |
+
"eval_BB_NB_RUND_loss": 0.6827826499938965,
|
| 847 |
+
"eval_BB_NB_RUND_runtime": 326.107,
|
| 848 |
+
"eval_BB_NB_RUND_samples_per_second": 9.96,
|
| 849 |
+
"eval_BB_NB_RUND_steps_per_second": 0.313,
|
| 850 |
+
"eval_BB_NB_RUND_wer": 0.23164220749604272,
|
| 851 |
+
"step": 33780
|
| 852 |
+
},
|
| 853 |
+
{
|
| 854 |
+
"epoch": 20.0,
|
| 855 |
+
"eval_rundkast_loss": 0.29459282755851746,
|
| 856 |
+
"eval_rundkast_runtime": 36.3812,
|
| 857 |
+
"eval_rundkast_samples_per_second": 36.97,
|
| 858 |
+
"eval_rundkast_steps_per_second": 1.182,
|
| 859 |
+
"eval_rundkast_wer": 0.12957365574292076,
|
| 860 |
+
"step": 33780
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"epoch": 20.0,
|
| 864 |
+
"eval_nb_samtale_loss": 0.4326167404651642,
|
| 865 |
+
"eval_nb_samtale_runtime": 39.3019,
|
| 866 |
+
"eval_nb_samtale_samples_per_second": 13.562,
|
| 867 |
+
"eval_nb_samtale_steps_per_second": 0.433,
|
| 868 |
+
"eval_nb_samtale_wer": 0.17252604166666666,
|
| 869 |
+
"step": 33780
|
| 870 |
+
},
|
| 871 |
+
{
|
| 872 |
+
"epoch": 21.0,
|
| 873 |
+
"grad_norm": 6.971451282501221,
|
| 874 |
+
"learning_rate": 4.859975779594308e-05,
|
| 875 |
+
"loss": 0.4173,
|
| 876 |
+
"step": 35469
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 21.0,
|
| 880 |
+
"eval_bigbrother_loss": 1.18746018409729,
|
| 881 |
+
"eval_bigbrother_runtime": 42.6131,
|
| 882 |
+
"eval_bigbrother_samples_per_second": 32.15,
|
| 883 |
+
"eval_bigbrother_steps_per_second": 1.009,
|
| 884 |
+
"eval_bigbrother_wer": 0.3920889390155482,
|
| 885 |
+
"step": 35469
|
| 886 |
+
},
|
| 887 |
+
{
|
| 888 |
+
"epoch": 21.0,
|
| 889 |
+
"eval_BB_NB_RUND_loss": 0.6960651874542236,
|
| 890 |
+
"eval_BB_NB_RUND_runtime": 153.2803,
|
| 891 |
+
"eval_BB_NB_RUND_samples_per_second": 21.19,
|
| 892 |
+
"eval_BB_NB_RUND_steps_per_second": 0.665,
|
| 893 |
+
"eval_BB_NB_RUND_wer": 0.23126660048828912,
|
| 894 |
+
"step": 35469
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"epoch": 21.0,
|
| 898 |
+
"eval_rundkast_loss": 0.2939074635505676,
|
| 899 |
+
"eval_rundkast_runtime": 161.3899,
|
| 900 |
+
"eval_rundkast_samples_per_second": 8.334,
|
| 901 |
+
"eval_rundkast_steps_per_second": 0.266,
|
| 902 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 903 |
+
"step": 35469
|
| 904 |
+
},
|
| 905 |
+
{
|
| 906 |
+
"epoch": 21.0,
|
| 907 |
+
"eval_nb_samtale_loss": 0.44757071137428284,
|
| 908 |
+
"eval_nb_samtale_runtime": 49.4947,
|
| 909 |
+
"eval_nb_samtale_samples_per_second": 10.769,
|
| 910 |
+
"eval_nb_samtale_steps_per_second": 0.343,
|
| 911 |
+
"eval_nb_samtale_wer": 0.17244466145833334,
|
| 912 |
+
"step": 35469
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"epoch": 22.0,
|
| 916 |
+
"grad_norm": 7.361974716186523,
|
| 917 |
+
"learning_rate": 4.6042991220102936e-05,
|
| 918 |
+
"loss": 0.4101,
|
| 919 |
+
"step": 37158
|
| 920 |
+
},
|
| 921 |
+
{
|
| 922 |
+
"epoch": 22.0,
|
| 923 |
+
"eval_bigbrother_loss": 1.2487200498580933,
|
| 924 |
+
"eval_bigbrother_runtime": 44.9933,
|
| 925 |
+
"eval_bigbrother_samples_per_second": 30.449,
|
| 926 |
+
"eval_bigbrother_steps_per_second": 0.956,
|
| 927 |
+
"eval_bigbrother_wer": 0.39152501409812296,
|
| 928 |
+
"step": 37158
|
| 929 |
+
},
|
| 930 |
+
{
|
| 931 |
+
"epoch": 22.0,
|
| 932 |
+
"eval_BB_NB_RUND_loss": 0.7247402667999268,
|
| 933 |
+
"eval_BB_NB_RUND_runtime": 182.0939,
|
| 934 |
+
"eval_BB_NB_RUND_samples_per_second": 17.837,
|
| 935 |
+
"eval_BB_NB_RUND_steps_per_second": 0.56,
|
| 936 |
+
"eval_BB_NB_RUND_wer": 0.2308105062645883,
|
| 937 |
+
"step": 37158
|
| 938 |
+
},
|
| 939 |
+
{
|
| 940 |
+
"epoch": 22.0,
|
| 941 |
+
"eval_rundkast_loss": 0.2898001968860626,
|
| 942 |
+
"eval_rundkast_runtime": 38.6925,
|
| 943 |
+
"eval_rundkast_samples_per_second": 34.761,
|
| 944 |
+
"eval_rundkast_steps_per_second": 1.111,
|
| 945 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 946 |
+
"step": 37158
|
| 947 |
+
},
|
| 948 |
+
{
|
| 949 |
+
"epoch": 22.0,
|
| 950 |
+
"eval_nb_samtale_loss": 0.4750688672065735,
|
| 951 |
+
"eval_nb_samtale_runtime": 42.0801,
|
| 952 |
+
"eval_nb_samtale_samples_per_second": 12.666,
|
| 953 |
+
"eval_nb_samtale_steps_per_second": 0.404,
|
| 954 |
+
"eval_nb_samtale_wer": 0.1708984375,
|
| 955 |
+
"step": 37158
|
| 956 |
+
},
|
| 957 |
+
{
|
| 958 |
+
"epoch": 23.0,
|
| 959 |
+
"grad_norm": 3.2216553688049316,
|
| 960 |
+
"learning_rate": 4.348773841961853e-05,
|
| 961 |
+
"loss": 0.3985,
|
| 962 |
+
"step": 38847
|
| 963 |
+
},
|
| 964 |
+
{
|
| 965 |
+
"epoch": 23.0,
|
| 966 |
+
"eval_bigbrother_loss": 1.1696597337722778,
|
| 967 |
+
"eval_bigbrother_runtime": 41.468,
|
| 968 |
+
"eval_bigbrother_samples_per_second": 33.038,
|
| 969 |
+
"eval_bigbrother_steps_per_second": 1.037,
|
| 970 |
+
"eval_bigbrother_wer": 0.3846773543865302,
|
| 971 |
+
"step": 38847
|
| 972 |
+
},
|
| 973 |
+
{
|
| 974 |
+
"epoch": 23.0,
|
| 975 |
+
"eval_BB_NB_RUND_loss": 0.6836020350456238,
|
| 976 |
+
"eval_BB_NB_RUND_runtime": 175.228,
|
| 977 |
+
"eval_BB_NB_RUND_samples_per_second": 18.536,
|
| 978 |
+
"eval_BB_NB_RUND_steps_per_second": 0.582,
|
| 979 |
+
"eval_BB_NB_RUND_wer": 0.2291739328736619,
|
| 980 |
+
"step": 38847
|
| 981 |
+
},
|
| 982 |
+
{
|
| 983 |
+
"epoch": 23.0,
|
| 984 |
+
"eval_rundkast_loss": 0.2838425934314728,
|
| 985 |
+
"eval_rundkast_runtime": 32.5363,
|
| 986 |
+
"eval_rundkast_samples_per_second": 41.338,
|
| 987 |
+
"eval_rundkast_steps_per_second": 1.322,
|
| 988 |
+
"eval_rundkast_wer": 0.1319599109131403,
|
| 989 |
+
"step": 38847
|
| 990 |
+
},
|
| 991 |
+
{
|
| 992 |
+
"epoch": 23.0,
|
| 993 |
+
"eval_nb_samtale_loss": 0.442909300327301,
|
| 994 |
+
"eval_nb_samtale_runtime": 36.3978,
|
| 995 |
+
"eval_nb_samtale_samples_per_second": 14.644,
|
| 996 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 997 |
+
"eval_nb_samtale_wer": 0.17203776041666666,
|
| 998 |
+
"step": 38847
|
| 999 |
+
},
|
| 1000 |
+
{
|
| 1001 |
+
"epoch": 24.0,
|
| 1002 |
+
"grad_norm": 8.511246681213379,
|
| 1003 |
+
"learning_rate": 4.0933999394489856e-05,
|
| 1004 |
+
"loss": 0.3943,
|
| 1005 |
+
"step": 40536
|
| 1006 |
+
},
|
| 1007 |
+
{
|
| 1008 |
+
"epoch": 24.0,
|
| 1009 |
+
"eval_bigbrother_loss": 1.1965091228485107,
|
| 1010 |
+
"eval_bigbrother_runtime": 41.19,
|
| 1011 |
+
"eval_bigbrother_samples_per_second": 33.26,
|
| 1012 |
+
"eval_bigbrother_steps_per_second": 1.044,
|
| 1013 |
+
"eval_bigbrother_wer": 0.38363006525416904,
|
| 1014 |
+
"step": 40536
|
| 1015 |
+
},
|
| 1016 |
+
{
|
| 1017 |
+
"epoch": 24.0,
|
| 1018 |
+
"eval_BB_NB_RUND_loss": 0.7099454402923584,
|
| 1019 |
+
"eval_BB_NB_RUND_runtime": 129.9149,
|
| 1020 |
+
"eval_BB_NB_RUND_samples_per_second": 25.001,
|
| 1021 |
+
"eval_BB_NB_RUND_steps_per_second": 0.785,
|
| 1022 |
+
"eval_BB_NB_RUND_wer": 0.2286910095779787,
|
| 1023 |
+
"step": 40536
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 24.0,
|
| 1027 |
+
"eval_rundkast_loss": 0.31351616978645325,
|
| 1028 |
+
"eval_rundkast_runtime": 32.5656,
|
| 1029 |
+
"eval_rundkast_samples_per_second": 41.301,
|
| 1030 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 1031 |
+
"eval_rundkast_wer": 0.13108495068405981,
|
| 1032 |
+
"step": 40536
|
| 1033 |
+
},
|
| 1034 |
+
{
|
| 1035 |
+
"epoch": 24.0,
|
| 1036 |
+
"eval_nb_samtale_loss": 0.4599841833114624,
|
| 1037 |
+
"eval_nb_samtale_runtime": 36.637,
|
| 1038 |
+
"eval_nb_samtale_samples_per_second": 14.548,
|
| 1039 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 1040 |
+
"eval_nb_samtale_wer": 0.17154947916666666,
|
| 1041 |
+
"step": 40536
|
| 1042 |
+
},
|
| 1043 |
+
{
|
| 1044 |
+
"epoch": 25.0,
|
| 1045 |
+
"grad_norm": 3.3434505462646484,
|
| 1046 |
+
"learning_rate": 3.837723281864972e-05,
|
| 1047 |
+
"loss": 0.3902,
|
| 1048 |
+
"step": 42225
|
| 1049 |
+
},
|
| 1050 |
+
{
|
| 1051 |
+
"epoch": 25.0,
|
| 1052 |
+
"eval_bigbrother_loss": 1.194956660270691,
|
| 1053 |
+
"eval_bigbrother_runtime": 41.082,
|
| 1054 |
+
"eval_bigbrother_samples_per_second": 33.348,
|
| 1055 |
+
"eval_bigbrother_steps_per_second": 1.047,
|
| 1056 |
+
"eval_bigbrother_wer": 0.38193829050189315,
|
| 1057 |
+
"step": 42225
|
| 1058 |
+
},
|
| 1059 |
+
{
|
| 1060 |
+
"epoch": 25.0,
|
| 1061 |
+
"eval_BB_NB_RUND_loss": 0.7117018103599548,
|
| 1062 |
+
"eval_BB_NB_RUND_runtime": 129.0515,
|
| 1063 |
+
"eval_BB_NB_RUND_samples_per_second": 25.168,
|
| 1064 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 1065 |
+
"eval_BB_NB_RUND_wer": 0.2270812652590347,
|
| 1066 |
+
"step": 42225
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"epoch": 25.0,
|
| 1070 |
+
"eval_rundkast_loss": 0.31047695875167847,
|
| 1071 |
+
"eval_rundkast_runtime": 32.4929,
|
| 1072 |
+
"eval_rundkast_samples_per_second": 41.394,
|
| 1073 |
+
"eval_rundkast_steps_per_second": 1.323,
|
| 1074 |
+
"eval_rundkast_wer": 0.13124403436207446,
|
| 1075 |
+
"step": 42225
|
| 1076 |
+
},
|
| 1077 |
+
{
|
| 1078 |
+
"epoch": 25.0,
|
| 1079 |
+
"eval_nb_samtale_loss": 0.48264163732528687,
|
| 1080 |
+
"eval_nb_samtale_runtime": 36.4332,
|
| 1081 |
+
"eval_nb_samtale_samples_per_second": 14.63,
|
| 1082 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1083 |
+
"eval_nb_samtale_wer": 0.16878255208333334,
|
| 1084 |
+
"step": 42225
|
| 1085 |
+
},
|
| 1086 |
+
{
|
| 1087 |
+
"epoch": 26.0,
|
| 1088 |
+
"grad_norm": 3.0726335048675537,
|
| 1089 |
+
"learning_rate": 3.582046624280957e-05,
|
| 1090 |
+
"loss": 0.3836,
|
| 1091 |
+
"step": 43914
|
| 1092 |
+
},
|
| 1093 |
+
{
|
| 1094 |
+
"epoch": 26.0,
|
| 1095 |
+
"eval_bigbrother_loss": 1.2235493659973145,
|
| 1096 |
+
"eval_bigbrother_runtime": 41.1244,
|
| 1097 |
+
"eval_bigbrother_samples_per_second": 33.314,
|
| 1098 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 1099 |
+
"eval_bigbrother_wer": 0.3832272617417224,
|
| 1100 |
+
"step": 43914
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 26.0,
|
| 1104 |
+
"eval_BB_NB_RUND_loss": 0.7329136729240417,
|
| 1105 |
+
"eval_BB_NB_RUND_runtime": 153.8243,
|
| 1106 |
+
"eval_BB_NB_RUND_samples_per_second": 21.115,
|
| 1107 |
+
"eval_BB_NB_RUND_steps_per_second": 0.663,
|
| 1108 |
+
"eval_BB_NB_RUND_wer": 0.22842271885815468,
|
| 1109 |
+
"step": 43914
|
| 1110 |
+
},
|
| 1111 |
+
{
|
| 1112 |
+
"epoch": 26.0,
|
| 1113 |
+
"eval_rundkast_loss": 0.3316984474658966,
|
| 1114 |
+
"eval_rundkast_runtime": 32.4356,
|
| 1115 |
+
"eval_rundkast_samples_per_second": 41.467,
|
| 1116 |
+
"eval_rundkast_steps_per_second": 1.326,
|
| 1117 |
+
"eval_rundkast_wer": 0.13434616608335984,
|
| 1118 |
+
"step": 43914
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 26.0,
|
| 1122 |
+
"eval_nb_samtale_loss": 0.48570868372917175,
|
| 1123 |
+
"eval_nb_samtale_runtime": 36.6552,
|
| 1124 |
+
"eval_nb_samtale_samples_per_second": 14.541,
|
| 1125 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 1126 |
+
"eval_nb_samtale_wer": 0.16731770833333334,
|
| 1127 |
+
"step": 43914
|
| 1128 |
+
},
|
| 1129 |
+
{
|
| 1130 |
+
"epoch": 27.0,
|
| 1131 |
+
"grad_norm": 15.335138320922852,
|
| 1132 |
+
"learning_rate": 3.3263699666969425e-05,
|
| 1133 |
+
"loss": 0.3786,
|
| 1134 |
+
"step": 45603
|
| 1135 |
+
},
|
| 1136 |
+
{
|
| 1137 |
+
"epoch": 27.0,
|
| 1138 |
+
"eval_bigbrother_loss": 1.205081820487976,
|
| 1139 |
+
"eval_bigbrother_runtime": 40.4664,
|
| 1140 |
+
"eval_bigbrother_samples_per_second": 33.855,
|
| 1141 |
+
"eval_bigbrother_steps_per_second": 1.063,
|
| 1142 |
+
"eval_bigbrother_wer": 0.3794409087247241,
|
| 1143 |
+
"step": 45603
|
| 1144 |
+
},
|
| 1145 |
+
{
|
| 1146 |
+
"epoch": 27.0,
|
| 1147 |
+
"eval_BB_NB_RUND_loss": 0.7199556231498718,
|
| 1148 |
+
"eval_BB_NB_RUND_runtime": 130.4204,
|
| 1149 |
+
"eval_BB_NB_RUND_samples_per_second": 24.904,
|
| 1150 |
+
"eval_BB_NB_RUND_steps_per_second": 0.782,
|
| 1151 |
+
"eval_BB_NB_RUND_wer": 0.22506908486035468,
|
| 1152 |
+
"step": 45603
|
| 1153 |
+
},
|
| 1154 |
+
{
|
| 1155 |
+
"epoch": 27.0,
|
| 1156 |
+
"eval_rundkast_loss": 0.31949692964553833,
|
| 1157 |
+
"eval_rundkast_runtime": 32.7387,
|
| 1158 |
+
"eval_rundkast_samples_per_second": 41.083,
|
| 1159 |
+
"eval_rundkast_steps_per_second": 1.313,
|
| 1160 |
+
"eval_rundkast_wer": 0.12846006999681833,
|
| 1161 |
+
"step": 45603
|
| 1162 |
+
},
|
| 1163 |
+
{
|
| 1164 |
+
"epoch": 27.0,
|
| 1165 |
+
"eval_nb_samtale_loss": 0.48315760493278503,
|
| 1166 |
+
"eval_nb_samtale_runtime": 36.3915,
|
| 1167 |
+
"eval_nb_samtale_samples_per_second": 14.646,
|
| 1168 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1169 |
+
"eval_nb_samtale_wer": 0.16715494791666666,
|
| 1170 |
+
"step": 45603
|
| 1171 |
+
},
|
| 1172 |
+
{
|
| 1173 |
+
"epoch": 28.0,
|
| 1174 |
+
"grad_norm": 9.487163543701172,
|
| 1175 |
+
"learning_rate": 3.0708446866485016e-05,
|
| 1176 |
+
"loss": 0.3752,
|
| 1177 |
+
"step": 47292
|
| 1178 |
+
},
|
| 1179 |
+
{
|
| 1180 |
+
"epoch": 28.0,
|
| 1181 |
+
"eval_bigbrother_loss": 1.200919508934021,
|
| 1182 |
+
"eval_bigbrother_runtime": 40.9519,
|
| 1183 |
+
"eval_bigbrother_samples_per_second": 33.454,
|
| 1184 |
+
"eval_bigbrother_steps_per_second": 1.05,
|
| 1185 |
+
"eval_bigbrother_wer": 0.380165955047128,
|
| 1186 |
+
"step": 47292
|
| 1187 |
+
},
|
| 1188 |
+
{
|
| 1189 |
+
"epoch": 28.0,
|
| 1190 |
+
"eval_BB_NB_RUND_loss": 0.7172989845275879,
|
| 1191 |
+
"eval_BB_NB_RUND_runtime": 127.4559,
|
| 1192 |
+
"eval_BB_NB_RUND_samples_per_second": 25.483,
|
| 1193 |
+
"eval_BB_NB_RUND_steps_per_second": 0.8,
|
| 1194 |
+
"eval_BB_NB_RUND_wer": 0.2256861535159499,
|
| 1195 |
+
"step": 47292
|
| 1196 |
+
},
|
| 1197 |
+
{
|
| 1198 |
+
"epoch": 28.0,
|
| 1199 |
+
"eval_rundkast_loss": 0.3196479082107544,
|
| 1200 |
+
"eval_rundkast_runtime": 32.5881,
|
| 1201 |
+
"eval_rundkast_samples_per_second": 41.273,
|
| 1202 |
+
"eval_rundkast_steps_per_second": 1.319,
|
| 1203 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 1204 |
+
"step": 47292
|
| 1205 |
+
},
|
| 1206 |
+
{
|
| 1207 |
+
"epoch": 28.0,
|
| 1208 |
+
"eval_nb_samtale_loss": 0.4765280485153198,
|
| 1209 |
+
"eval_nb_samtale_runtime": 37.1947,
|
| 1210 |
+
"eval_nb_samtale_samples_per_second": 14.33,
|
| 1211 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 1212 |
+
"eval_nb_samtale_wer": 0.16731770833333334,
|
| 1213 |
+
"step": 47292
|
| 1214 |
+
},
|
| 1215 |
+
{
|
| 1216 |
+
"epoch": 29.0,
|
| 1217 |
+
"grad_norm": 4.333740234375,
|
| 1218 |
+
"learning_rate": 2.8153194066000604e-05,
|
| 1219 |
+
"loss": 0.3718,
|
| 1220 |
+
"step": 48981
|
| 1221 |
+
},
|
| 1222 |
+
{
|
| 1223 |
+
"epoch": 29.0,
|
| 1224 |
+
"eval_bigbrother_loss": 1.2218164205551147,
|
| 1225 |
+
"eval_bigbrother_runtime": 40.6907,
|
| 1226 |
+
"eval_bigbrother_samples_per_second": 33.669,
|
| 1227 |
+
"eval_bigbrother_steps_per_second": 1.057,
|
| 1228 |
+
"eval_bigbrother_wer": 0.37621848062515106,
|
| 1229 |
+
"step": 48981
|
| 1230 |
+
},
|
| 1231 |
+
{
|
| 1232 |
+
"epoch": 29.0,
|
| 1233 |
+
"eval_BB_NB_RUND_loss": 0.7251059412956238,
|
| 1234 |
+
"eval_BB_NB_RUND_runtime": 151.9233,
|
| 1235 |
+
"eval_BB_NB_RUND_samples_per_second": 21.379,
|
| 1236 |
+
"eval_BB_NB_RUND_steps_per_second": 0.671,
|
| 1237 |
+
"eval_BB_NB_RUND_wer": 0.22418372548493548,
|
| 1238 |
+
"step": 48981
|
| 1239 |
+
},
|
| 1240 |
+
{
|
| 1241 |
+
"epoch": 29.0,
|
| 1242 |
+
"eval_rundkast_loss": 0.319437175989151,
|
| 1243 |
+
"eval_rundkast_runtime": 32.7825,
|
| 1244 |
+
"eval_rundkast_samples_per_second": 41.028,
|
| 1245 |
+
"eval_rundkast_steps_per_second": 1.312,
|
| 1246 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 1247 |
+
"step": 48981
|
| 1248 |
+
},
|
| 1249 |
+
{
|
| 1250 |
+
"epoch": 29.0,
|
| 1251 |
+
"eval_nb_samtale_loss": 0.4711519181728363,
|
| 1252 |
+
"eval_nb_samtale_runtime": 36.3015,
|
| 1253 |
+
"eval_nb_samtale_samples_per_second": 14.683,
|
| 1254 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1255 |
+
"eval_nb_samtale_wer": 0.16609700520833334,
|
| 1256 |
+
"step": 48981
|
| 1257 |
+
},
|
| 1258 |
+
{
|
| 1259 |
+
"epoch": 30.0,
|
| 1260 |
+
"grad_norm": 6.403714179992676,
|
| 1261 |
+
"learning_rate": 2.5596427490160462e-05,
|
| 1262 |
+
"loss": 0.3645,
|
| 1263 |
+
"step": 50670
|
| 1264 |
+
},
|
| 1265 |
+
{
|
| 1266 |
+
"epoch": 30.0,
|
| 1267 |
+
"eval_bigbrother_loss": 1.183604121208191,
|
| 1268 |
+
"eval_bigbrother_runtime": 42.3075,
|
| 1269 |
+
"eval_bigbrother_samples_per_second": 32.382,
|
| 1270 |
+
"eval_bigbrother_steps_per_second": 1.016,
|
| 1271 |
+
"eval_bigbrother_wer": 0.37557399500523647,
|
| 1272 |
+
"step": 50670
|
| 1273 |
+
},
|
| 1274 |
+
{
|
| 1275 |
+
"epoch": 30.0,
|
| 1276 |
+
"eval_BB_NB_RUND_loss": 0.7078377604484558,
|
| 1277 |
+
"eval_BB_NB_RUND_runtime": 127.3976,
|
| 1278 |
+
"eval_BB_NB_RUND_samples_per_second": 25.495,
|
| 1279 |
+
"eval_BB_NB_RUND_steps_per_second": 0.801,
|
| 1280 |
+
"eval_BB_NB_RUND_wer": 0.22356665682934027,
|
| 1281 |
+
"step": 50670
|
| 1282 |
+
},
|
| 1283 |
+
{
|
| 1284 |
+
"epoch": 30.0,
|
| 1285 |
+
"eval_rundkast_loss": 0.3230808675289154,
|
| 1286 |
+
"eval_rundkast_runtime": 32.4456,
|
| 1287 |
+
"eval_rundkast_samples_per_second": 41.454,
|
| 1288 |
+
"eval_rundkast_steps_per_second": 1.325,
|
| 1289 |
+
"eval_rundkast_wer": 0.12861915367483295,
|
| 1290 |
+
"step": 50670
|
| 1291 |
+
},
|
| 1292 |
+
{
|
| 1293 |
+
"epoch": 30.0,
|
| 1294 |
+
"eval_nb_samtale_loss": 0.4557996094226837,
|
| 1295 |
+
"eval_nb_samtale_runtime": 36.3068,
|
| 1296 |
+
"eval_nb_samtale_samples_per_second": 14.68,
|
| 1297 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1298 |
+
"eval_nb_samtale_wer": 0.16642252604166666,
|
| 1299 |
+
"step": 50670
|
| 1300 |
+
},
|
| 1301 |
+
{
|
| 1302 |
+
"epoch": 31.0,
|
| 1303 |
+
"grad_norm": 3.91894268989563,
|
| 1304 |
+
"learning_rate": 2.3041174689676053e-05,
|
| 1305 |
+
"loss": 0.3609,
|
| 1306 |
+
"step": 52359
|
| 1307 |
+
},
|
| 1308 |
+
{
|
| 1309 |
+
"epoch": 31.0,
|
| 1310 |
+
"eval_bigbrother_loss": 1.2197799682617188,
|
| 1311 |
+
"eval_bigbrother_runtime": 41.1407,
|
| 1312 |
+
"eval_bigbrother_samples_per_second": 33.3,
|
| 1313 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 1314 |
+
"eval_bigbrother_wer": 0.37565455570772577,
|
| 1315 |
+
"step": 52359
|
| 1316 |
+
},
|
| 1317 |
+
{
|
| 1318 |
+
"epoch": 31.0,
|
| 1319 |
+
"eval_BB_NB_RUND_loss": 0.7260043025016785,
|
| 1320 |
+
"eval_BB_NB_RUND_runtime": 131.0819,
|
| 1321 |
+
"eval_BB_NB_RUND_samples_per_second": 24.778,
|
| 1322 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 1323 |
+
"eval_BB_NB_RUND_wer": 0.22383494754916428,
|
| 1324 |
+
"step": 52359
|
| 1325 |
+
},
|
| 1326 |
+
{
|
| 1327 |
+
"epoch": 31.0,
|
| 1328 |
+
"eval_rundkast_loss": 0.32174140214920044,
|
| 1329 |
+
"eval_rundkast_runtime": 32.4715,
|
| 1330 |
+
"eval_rundkast_samples_per_second": 41.421,
|
| 1331 |
+
"eval_rundkast_steps_per_second": 1.324,
|
| 1332 |
+
"eval_rundkast_wer": 0.12885777919185493,
|
| 1333 |
+
"step": 52359
|
| 1334 |
+
},
|
| 1335 |
+
{
|
| 1336 |
+
"epoch": 31.0,
|
| 1337 |
+
"eval_nb_samtale_loss": 0.47712796926498413,
|
| 1338 |
+
"eval_nb_samtale_runtime": 36.1596,
|
| 1339 |
+
"eval_nb_samtale_samples_per_second": 14.74,
|
| 1340 |
+
"eval_nb_samtale_steps_per_second": 0.47,
|
| 1341 |
+
"eval_nb_samtale_wer": 0.166748046875,
|
| 1342 |
+
"step": 52359
|
| 1343 |
+
},
|
| 1344 |
+
{
|
| 1345 |
+
"epoch": 32.0,
|
| 1346 |
+
"grad_norm": 2.9196996688842773,
|
| 1347 |
+
"learning_rate": 2.0485921889191645e-05,
|
| 1348 |
+
"loss": 0.36,
|
| 1349 |
+
"step": 54048
|
| 1350 |
+
},
|
| 1351 |
+
{
|
| 1352 |
+
"epoch": 32.0,
|
| 1353 |
+
"eval_bigbrother_loss": 1.2731306552886963,
|
| 1354 |
+
"eval_bigbrother_runtime": 40.9963,
|
| 1355 |
+
"eval_bigbrother_samples_per_second": 33.418,
|
| 1356 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 1357 |
+
"eval_bigbrother_wer": 0.3735599774430033,
|
| 1358 |
+
"step": 54048
|
| 1359 |
+
},
|
| 1360 |
+
{
|
| 1361 |
+
"epoch": 32.0,
|
| 1362 |
+
"eval_BB_NB_RUND_loss": 0.7525675296783447,
|
| 1363 |
+
"eval_BB_NB_RUND_runtime": 128.3644,
|
| 1364 |
+
"eval_BB_NB_RUND_samples_per_second": 25.303,
|
| 1365 |
+
"eval_BB_NB_RUND_steps_per_second": 0.795,
|
| 1366 |
+
"eval_BB_NB_RUND_wer": 0.22262763930995627,
|
| 1367 |
+
"step": 54048
|
| 1368 |
+
},
|
| 1369 |
+
{
|
| 1370 |
+
"epoch": 32.0,
|
| 1371 |
+
"eval_rundkast_loss": 0.3295101523399353,
|
| 1372 |
+
"eval_rundkast_runtime": 33.7671,
|
| 1373 |
+
"eval_rundkast_samples_per_second": 39.832,
|
| 1374 |
+
"eval_rundkast_steps_per_second": 1.273,
|
| 1375 |
+
"eval_rundkast_wer": 0.12798281896277441,
|
| 1376 |
+
"step": 54048
|
| 1377 |
+
},
|
| 1378 |
+
{
|
| 1379 |
+
"epoch": 32.0,
|
| 1380 |
+
"eval_nb_samtale_loss": 0.48206984996795654,
|
| 1381 |
+
"eval_nb_samtale_runtime": 36.7176,
|
| 1382 |
+
"eval_nb_samtale_samples_per_second": 14.516,
|
| 1383 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 1384 |
+
"eval_nb_samtale_wer": 0.16691080729166666,
|
| 1385 |
+
"step": 54048
|
| 1386 |
+
},
|
| 1387 |
+
{
|
| 1388 |
+
"epoch": 33.0,
|
| 1389 |
+
"grad_norm": 7.844558238983154,
|
| 1390 |
+
"learning_rate": 1.7929155313351502e-05,
|
| 1391 |
+
"loss": 0.3497,
|
| 1392 |
+
"step": 55737
|
| 1393 |
+
},
|
| 1394 |
+
{
|
| 1395 |
+
"epoch": 33.0,
|
| 1396 |
+
"eval_bigbrother_loss": 1.2425702810287476,
|
| 1397 |
+
"eval_bigbrother_runtime": 40.5135,
|
| 1398 |
+
"eval_bigbrother_samples_per_second": 33.816,
|
| 1399 |
+
"eval_bigbrother_steps_per_second": 1.061,
|
| 1400 |
+
"eval_bigbrother_wer": 0.37219044550068475,
|
| 1401 |
+
"step": 55737
|
| 1402 |
+
},
|
| 1403 |
+
{
|
| 1404 |
+
"epoch": 33.0,
|
| 1405 |
+
"eval_BB_NB_RUND_loss": 0.7353043556213379,
|
| 1406 |
+
"eval_BB_NB_RUND_runtime": 130.7216,
|
| 1407 |
+
"eval_BB_NB_RUND_samples_per_second": 24.847,
|
| 1408 |
+
"eval_BB_NB_RUND_steps_per_second": 0.78,
|
| 1409 |
+
"eval_BB_NB_RUND_wer": 0.22085692055911785,
|
| 1410 |
+
"step": 55737
|
| 1411 |
+
},
|
| 1412 |
+
{
|
| 1413 |
+
"epoch": 33.0,
|
| 1414 |
+
"eval_rundkast_loss": 0.32282164692878723,
|
| 1415 |
+
"eval_rundkast_runtime": 32.5615,
|
| 1416 |
+
"eval_rundkast_samples_per_second": 41.306,
|
| 1417 |
+
"eval_rundkast_steps_per_second": 1.321,
|
| 1418 |
+
"eval_rundkast_wer": 0.12623289850461342,
|
| 1419 |
+
"step": 55737
|
| 1420 |
+
},
|
| 1421 |
+
{
|
| 1422 |
+
"epoch": 33.0,
|
| 1423 |
+
"eval_nb_samtale_loss": 0.47214123606681824,
|
| 1424 |
+
"eval_nb_samtale_runtime": 36.5675,
|
| 1425 |
+
"eval_nb_samtale_samples_per_second": 14.576,
|
| 1426 |
+
"eval_nb_samtale_steps_per_second": 0.465,
|
| 1427 |
+
"eval_nb_samtale_wer": 0.16357421875,
|
| 1428 |
+
"step": 55737
|
| 1429 |
+
},
|
| 1430 |
+
{
|
| 1431 |
+
"epoch": 34.0,
|
| 1432 |
+
"grad_norm": 7.324841022491455,
|
| 1433 |
+
"learning_rate": 1.537541628822283e-05,
|
| 1434 |
+
"loss": 0.352,
|
| 1435 |
+
"step": 57426
|
| 1436 |
+
},
|
| 1437 |
+
{
|
| 1438 |
+
"epoch": 34.0,
|
| 1439 |
+
"eval_bigbrother_loss": 1.306195616722107,
|
| 1440 |
+
"eval_bigbrother_runtime": 41.3854,
|
| 1441 |
+
"eval_bigbrother_samples_per_second": 33.103,
|
| 1442 |
+
"eval_bigbrother_steps_per_second": 1.039,
|
| 1443 |
+
"eval_bigbrother_wer": 0.3747683879803432,
|
| 1444 |
+
"step": 57426
|
| 1445 |
+
},
|
| 1446 |
+
{
|
| 1447 |
+
"epoch": 34.0,
|
| 1448 |
+
"eval_BB_NB_RUND_loss": 0.7695896029472351,
|
| 1449 |
+
"eval_BB_NB_RUND_runtime": 128.8264,
|
| 1450 |
+
"eval_BB_NB_RUND_samples_per_second": 25.212,
|
| 1451 |
+
"eval_BB_NB_RUND_steps_per_second": 0.792,
|
| 1452 |
+
"eval_BB_NB_RUND_wer": 0.22206422879832585,
|
| 1453 |
+
"step": 57426
|
| 1454 |
+
},
|
| 1455 |
+
{
|
| 1456 |
+
"epoch": 34.0,
|
| 1457 |
+
"eval_rundkast_loss": 0.33627748489379883,
|
| 1458 |
+
"eval_rundkast_runtime": 35.7,
|
| 1459 |
+
"eval_rundkast_samples_per_second": 37.675,
|
| 1460 |
+
"eval_rundkast_steps_per_second": 1.204,
|
| 1461 |
+
"eval_rundkast_wer": 0.1270283168946866,
|
| 1462 |
+
"step": 57426
|
| 1463 |
+
},
|
| 1464 |
+
{
|
| 1465 |
+
"epoch": 34.0,
|
| 1466 |
+
"eval_nb_samtale_loss": 0.48346221446990967,
|
| 1467 |
+
"eval_nb_samtale_runtime": 37.2815,
|
| 1468 |
+
"eval_nb_samtale_samples_per_second": 14.297,
|
| 1469 |
+
"eval_nb_samtale_steps_per_second": 0.456,
|
| 1470 |
+
"eval_nb_samtale_wer": 0.16487630208333334,
|
| 1471 |
+
"step": 57426
|
| 1472 |
+
},
|
| 1473 |
+
{
|
| 1474 |
+
"epoch": 35.0,
|
| 1475 |
+
"grad_norm": 8.772356986999512,
|
| 1476 |
+
"learning_rate": 1.2818649712382683e-05,
|
| 1477 |
+
"loss": 0.3475,
|
| 1478 |
+
"step": 59115
|
| 1479 |
+
},
|
| 1480 |
+
{
|
| 1481 |
+
"epoch": 35.0,
|
| 1482 |
+
"eval_bigbrother_loss": 1.2660571336746216,
|
| 1483 |
+
"eval_bigbrother_runtime": 41.6526,
|
| 1484 |
+
"eval_bigbrother_samples_per_second": 32.891,
|
| 1485 |
+
"eval_bigbrother_steps_per_second": 1.032,
|
| 1486 |
+
"eval_bigbrother_wer": 0.37662128413759766,
|
| 1487 |
+
"step": 59115
|
| 1488 |
+
},
|
| 1489 |
+
{
|
| 1490 |
+
"epoch": 35.0,
|
| 1491 |
+
"eval_BB_NB_RUND_loss": 0.7468720078468323,
|
| 1492 |
+
"eval_BB_NB_RUND_runtime": 168.5154,
|
| 1493 |
+
"eval_BB_NB_RUND_samples_per_second": 19.274,
|
| 1494 |
+
"eval_BB_NB_RUND_steps_per_second": 0.605,
|
| 1495 |
+
"eval_BB_NB_RUND_wer": 0.22329836610951628,
|
| 1496 |
+
"step": 59115
|
| 1497 |
+
},
|
| 1498 |
+
{
|
| 1499 |
+
"epoch": 35.0,
|
| 1500 |
+
"eval_rundkast_loss": 0.3307986259460449,
|
| 1501 |
+
"eval_rundkast_runtime": 32.7759,
|
| 1502 |
+
"eval_rundkast_samples_per_second": 41.036,
|
| 1503 |
+
"eval_rundkast_steps_per_second": 1.312,
|
| 1504 |
+
"eval_rundkast_wer": 0.12861915367483295,
|
| 1505 |
+
"step": 59115
|
| 1506 |
+
},
|
| 1507 |
+
{
|
| 1508 |
+
"epoch": 35.0,
|
| 1509 |
+
"eval_nb_samtale_loss": 0.4614698588848114,
|
| 1510 |
+
"eval_nb_samtale_runtime": 36.7886,
|
| 1511 |
+
"eval_nb_samtale_samples_per_second": 14.488,
|
| 1512 |
+
"eval_nb_samtale_steps_per_second": 0.462,
|
| 1513 |
+
"eval_nb_samtale_wer": 0.1650390625,
|
| 1514 |
+
"step": 59115
|
| 1515 |
+
},
|
| 1516 |
+
{
|
| 1517 |
+
"epoch": 36.0,
|
| 1518 |
+
"grad_norm": 2.949153184890747,
|
| 1519 |
+
"learning_rate": 1.0261883136542537e-05,
|
| 1520 |
+
"loss": 0.3436,
|
| 1521 |
+
"step": 60804
|
| 1522 |
+
},
|
| 1523 |
+
{
|
| 1524 |
+
"epoch": 36.0,
|
| 1525 |
+
"eval_bigbrother_loss": 1.2538405656814575,
|
| 1526 |
+
"eval_bigbrother_runtime": 41.1392,
|
| 1527 |
+
"eval_bigbrother_samples_per_second": 33.302,
|
| 1528 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 1529 |
+
"eval_bigbrother_wer": 0.3738822202529606,
|
| 1530 |
+
"step": 60804
|
| 1531 |
+
},
|
| 1532 |
+
{
|
| 1533 |
+
"epoch": 36.0,
|
| 1534 |
+
"eval_BB_NB_RUND_loss": 0.7353929877281189,
|
| 1535 |
+
"eval_BB_NB_RUND_runtime": 128.0616,
|
| 1536 |
+
"eval_BB_NB_RUND_samples_per_second": 25.363,
|
| 1537 |
+
"eval_BB_NB_RUND_steps_per_second": 0.796,
|
| 1538 |
+
"eval_BB_NB_RUND_wer": 0.22300324631770987,
|
| 1539 |
+
"step": 60804
|
| 1540 |
+
},
|
| 1541 |
+
{
|
| 1542 |
+
"epoch": 36.0,
|
| 1543 |
+
"eval_rundkast_loss": 0.313808798789978,
|
| 1544 |
+
"eval_rundkast_runtime": 33.2884,
|
| 1545 |
+
"eval_rundkast_samples_per_second": 40.404,
|
| 1546 |
+
"eval_rundkast_steps_per_second": 1.292,
|
| 1547 |
+
"eval_rundkast_wer": 0.1297327394209354,
|
| 1548 |
+
"step": 60804
|
| 1549 |
+
},
|
| 1550 |
+
{
|
| 1551 |
+
"epoch": 36.0,
|
| 1552 |
+
"eval_nb_samtale_loss": 0.466793030500412,
|
| 1553 |
+
"eval_nb_samtale_runtime": 36.3748,
|
| 1554 |
+
"eval_nb_samtale_samples_per_second": 14.653,
|
| 1555 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1556 |
+
"eval_nb_samtale_wer": 0.16455078125,
|
| 1557 |
+
"step": 60804
|
| 1558 |
+
},
|
| 1559 |
+
{
|
| 1560 |
+
"epoch": 37.0,
|
| 1561 |
+
"grad_norm": 8.754982948303223,
|
| 1562 |
+
"learning_rate": 7.70663033605813e-06,
|
| 1563 |
+
"loss": 0.3476,
|
| 1564 |
+
"step": 62493
|
| 1565 |
+
},
|
| 1566 |
+
{
|
| 1567 |
+
"epoch": 37.0,
|
| 1568 |
+
"eval_bigbrother_loss": 1.2831249237060547,
|
| 1569 |
+
"eval_bigbrother_runtime": 41.6433,
|
| 1570 |
+
"eval_bigbrother_samples_per_second": 32.898,
|
| 1571 |
+
"eval_bigbrother_steps_per_second": 1.033,
|
| 1572 |
+
"eval_bigbrother_wer": 0.37219044550068475,
|
| 1573 |
+
"step": 62493
|
| 1574 |
+
},
|
| 1575 |
+
{
|
| 1576 |
+
"epoch": 37.0,
|
| 1577 |
+
"eval_BB_NB_RUND_loss": 0.7575647234916687,
|
| 1578 |
+
"eval_BB_NB_RUND_runtime": 156.4835,
|
| 1579 |
+
"eval_BB_NB_RUND_samples_per_second": 20.756,
|
| 1580 |
+
"eval_BB_NB_RUND_steps_per_second": 0.652,
|
| 1581 |
+
"eval_BB_NB_RUND_wer": 0.22139350199876587,
|
| 1582 |
+
"step": 62493
|
| 1583 |
+
},
|
| 1584 |
+
{
|
| 1585 |
+
"epoch": 37.0,
|
| 1586 |
+
"eval_rundkast_loss": 0.33385977149009705,
|
| 1587 |
+
"eval_rundkast_runtime": 32.6665,
|
| 1588 |
+
"eval_rundkast_samples_per_second": 41.174,
|
| 1589 |
+
"eval_rundkast_steps_per_second": 1.316,
|
| 1590 |
+
"eval_rundkast_wer": 0.12726694241170855,
|
| 1591 |
+
"step": 62493
|
| 1592 |
+
},
|
| 1593 |
+
{
|
| 1594 |
+
"epoch": 37.0,
|
| 1595 |
+
"eval_nb_samtale_loss": 0.47487109899520874,
|
| 1596 |
+
"eval_nb_samtale_runtime": 36.6818,
|
| 1597 |
+
"eval_nb_samtale_samples_per_second": 14.53,
|
| 1598 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 1599 |
+
"eval_nb_samtale_wer": 0.16495768229166666,
|
| 1600 |
+
"step": 62493
|
| 1601 |
+
},
|
| 1602 |
+
{
|
| 1603 |
+
"epoch": 38.0,
|
| 1604 |
+
"grad_norm": 3.9857819080352783,
|
| 1605 |
+
"learning_rate": 5.151377535573721e-06,
|
| 1606 |
+
"loss": 0.3395,
|
| 1607 |
+
"step": 64182
|
| 1608 |
+
},
|
| 1609 |
+
{
|
| 1610 |
+
"epoch": 38.0,
|
| 1611 |
+
"eval_bigbrother_loss": 1.2619588375091553,
|
| 1612 |
+
"eval_bigbrother_runtime": 40.9934,
|
| 1613 |
+
"eval_bigbrother_samples_per_second": 33.42,
|
| 1614 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 1615 |
+
"eval_bigbrother_wer": 0.3714653991782808,
|
| 1616 |
+
"step": 64182
|
| 1617 |
+
},
|
| 1618 |
+
{
|
| 1619 |
+
"epoch": 38.0,
|
| 1620 |
+
"eval_BB_NB_RUND_loss": 0.7496170997619629,
|
| 1621 |
+
"eval_BB_NB_RUND_runtime": 127.9601,
|
| 1622 |
+
"eval_BB_NB_RUND_samples_per_second": 25.383,
|
| 1623 |
+
"eval_BB_NB_RUND_steps_per_second": 0.797,
|
| 1624 |
+
"eval_BB_NB_RUND_wer": 0.22184959622246667,
|
| 1625 |
+
"step": 64182
|
| 1626 |
+
},
|
| 1627 |
+
{
|
| 1628 |
+
"epoch": 38.0,
|
| 1629 |
+
"eval_rundkast_loss": 0.3360491693019867,
|
| 1630 |
+
"eval_rundkast_runtime": 33.333,
|
| 1631 |
+
"eval_rundkast_samples_per_second": 40.35,
|
| 1632 |
+
"eval_rundkast_steps_per_second": 1.29,
|
| 1633 |
+
"eval_rundkast_wer": 0.12830098631880368,
|
| 1634 |
+
"step": 64182
|
| 1635 |
+
},
|
| 1636 |
+
{
|
| 1637 |
+
"epoch": 38.0,
|
| 1638 |
+
"eval_nb_samtale_loss": 0.47765567898750305,
|
| 1639 |
+
"eval_nb_samtale_runtime": 36.2738,
|
| 1640 |
+
"eval_nb_samtale_samples_per_second": 14.694,
|
| 1641 |
+
"eval_nb_samtale_steps_per_second": 0.469,
|
| 1642 |
+
"eval_nb_samtale_wer": 0.16569010416666666,
|
| 1643 |
+
"step": 64182
|
| 1644 |
+
},
|
| 1645 |
+
{
|
| 1646 |
+
"epoch": 39.0,
|
| 1647 |
+
"grad_norm": 3.834691286087036,
|
| 1648 |
+
"learning_rate": 2.5946109597335756e-06,
|
| 1649 |
+
"loss": 0.3415,
|
| 1650 |
+
"step": 65871
|
| 1651 |
+
},
|
| 1652 |
+
{
|
| 1653 |
+
"epoch": 39.0,
|
| 1654 |
+
"eval_bigbrother_loss": 1.2587852478027344,
|
| 1655 |
+
"eval_bigbrother_runtime": 42.0349,
|
| 1656 |
+
"eval_bigbrother_samples_per_second": 32.592,
|
| 1657 |
+
"eval_bigbrother_steps_per_second": 1.023,
|
| 1658 |
+
"eval_bigbrother_wer": 0.3704986707484089,
|
| 1659 |
+
"step": 65871
|
| 1660 |
+
},
|
| 1661 |
+
{
|
| 1662 |
+
"epoch": 39.0,
|
| 1663 |
+
"eval_BB_NB_RUND_loss": 0.747022271156311,
|
| 1664 |
+
"eval_BB_NB_RUND_runtime": 165.2337,
|
| 1665 |
+
"eval_BB_NB_RUND_samples_per_second": 19.657,
|
| 1666 |
+
"eval_BB_NB_RUND_steps_per_second": 0.617,
|
| 1667 |
+
"eval_BB_NB_RUND_wer": 0.22021302283154026,
|
| 1668 |
+
"step": 65871
|
| 1669 |
+
},
|
| 1670 |
+
{
|
| 1671 |
+
"epoch": 39.0,
|
| 1672 |
+
"eval_rundkast_loss": 0.3341328203678131,
|
| 1673 |
+
"eval_rundkast_runtime": 32.991,
|
| 1674 |
+
"eval_rundkast_samples_per_second": 40.769,
|
| 1675 |
+
"eval_rundkast_steps_per_second": 1.303,
|
| 1676 |
+
"eval_rundkast_wer": 0.1265510658606427,
|
| 1677 |
+
"step": 65871
|
| 1678 |
+
},
|
| 1679 |
+
{
|
| 1680 |
+
"epoch": 39.0,
|
| 1681 |
+
"eval_nb_samtale_loss": 0.47388482093811035,
|
| 1682 |
+
"eval_nb_samtale_runtime": 36.3132,
|
| 1683 |
+
"eval_nb_samtale_samples_per_second": 14.678,
|
| 1684 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1685 |
+
"eval_nb_samtale_wer": 0.16389973958333334,
|
| 1686 |
+
"step": 65871
|
| 1687 |
+
}
|
| 1688 |
+
],
|
| 1689 |
+
"logging_steps": 500,
|
| 1690 |
+
"max_steps": 67560,
|
| 1691 |
+
"num_input_tokens_seen": 0,
|
| 1692 |
+
"num_train_epochs": 40,
|
| 1693 |
+
"save_steps": 500,
|
| 1694 |
+
"total_flos": 3.6574726698214536e+20,
|
| 1695 |
+
"train_batch_size": 48,
|
| 1696 |
+
"trial_name": null,
|
| 1697 |
+
"trial_params": null
|
| 1698 |
+
}
|
checkpoint-65871/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:350225cd13eaea5c53facdfd0bf5c84ee772638ee245537f79787ad7224840fa
|
| 3 |
+
size 4984
|
checkpoint-67560/config.json
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "NbAiLab/nb-wav2vec2-300m-bokmaal",
|
| 3 |
+
"activation_dropout": 0.055,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.094,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.04,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.047,
|
| 58 |
+
"hidden_size": 1024,
|
| 59 |
+
"initializer_range": 0.02,
|
| 60 |
+
"intermediate_size": 4096,
|
| 61 |
+
"layer_norm_eps": 1e-05,
|
| 62 |
+
"layerdrop": 0.041,
|
| 63 |
+
"mask_channel_length": 10,
|
| 64 |
+
"mask_channel_min_space": 1,
|
| 65 |
+
"mask_channel_other": 0.0,
|
| 66 |
+
"mask_channel_prob": 0.0,
|
| 67 |
+
"mask_channel_selection": "static",
|
| 68 |
+
"mask_feature_length": 64,
|
| 69 |
+
"mask_feature_min_masks": 0,
|
| 70 |
+
"mask_feature_prob": 0.25,
|
| 71 |
+
"mask_time_length": 10,
|
| 72 |
+
"mask_time_min_masks": 2,
|
| 73 |
+
"mask_time_min_space": 1,
|
| 74 |
+
"mask_time_other": 0.0,
|
| 75 |
+
"mask_time_prob": 0.082,
|
| 76 |
+
"mask_time_selection": "static",
|
| 77 |
+
"model_type": "wav2vec2",
|
| 78 |
+
"num_adapter_layers": 3,
|
| 79 |
+
"num_attention_heads": 16,
|
| 80 |
+
"num_codevector_groups": 2,
|
| 81 |
+
"num_codevectors_per_group": 320,
|
| 82 |
+
"num_conv_pos_embedding_groups": 16,
|
| 83 |
+
"num_conv_pos_embeddings": 128,
|
| 84 |
+
"num_feat_extract_layers": 7,
|
| 85 |
+
"num_hidden_layers": 24,
|
| 86 |
+
"num_negatives": 100,
|
| 87 |
+
"output_hidden_size": 1024,
|
| 88 |
+
"pad_token_id": 31,
|
| 89 |
+
"proj_codevector_dim": 768,
|
| 90 |
+
"tdnn_dilation": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
1,
|
| 95 |
+
1
|
| 96 |
+
],
|
| 97 |
+
"tdnn_dim": [
|
| 98 |
+
512,
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
1500
|
| 103 |
+
],
|
| 104 |
+
"tdnn_kernel": [
|
| 105 |
+
5,
|
| 106 |
+
3,
|
| 107 |
+
3,
|
| 108 |
+
1,
|
| 109 |
+
1
|
| 110 |
+
],
|
| 111 |
+
"torch_dtype": "float32",
|
| 112 |
+
"transformers_version": "4.38.1",
|
| 113 |
+
"use_weighted_layer_sum": false,
|
| 114 |
+
"vocab_size": 34,
|
| 115 |
+
"xvector_output_dim": 512
|
| 116 |
+
}
|
checkpoint-67560/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0826be868a8f5fd759dbf2b85a4655deaea32ffa6c27479443fcf37ceb5dc5d
|
| 3 |
+
size 1261946880
|
checkpoint-67560/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f9831f50feb2bd1397556671fad14557a4d8af1d856515f4a66076c7bc7d24da
|
| 3 |
+
size 2490438582
|
checkpoint-67560/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2ProcessorWithLM",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-67560/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2266ae49b2f43d94c6b2ae41098615cbe4e6e72766b89431b513ee4344e7e801
|
| 3 |
+
size 14308
|
checkpoint-67560/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6284df78b3056008982cbae6b46769d982b0b1ac54dc8cdd29908a6bc0316f92
|
| 3 |
+
size 1064
|
checkpoint-67560/trainer_state.json
ADDED
|
@@ -0,0 +1,1741 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.22021302283154026,
|
| 3 |
+
"best_model_checkpoint": "/cluster/home/torstefl/Master/saved_model/W2V/Combined/BB-NB-RUND/30.05/checkpoint-65871",
|
| 4 |
+
"epoch": 40.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 67560,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 5.23741340637207,
|
| 14 |
+
"learning_rate": 9.971692400847715e-05,
|
| 15 |
+
"loss": 0.9222,
|
| 16 |
+
"step": 1689
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_bigbrother_loss": 1.5889759063720703,
|
| 21 |
+
"eval_bigbrother_runtime": 41.228,
|
| 22 |
+
"eval_bigbrother_samples_per_second": 33.23,
|
| 23 |
+
"eval_bigbrother_steps_per_second": 1.043,
|
| 24 |
+
"eval_bigbrother_wer": 0.5449931523402884,
|
| 25 |
+
"step": 1689
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.0,
|
| 29 |
+
"eval_BB_NB_RUND_loss": 0.9018728137016296,
|
| 30 |
+
"eval_BB_NB_RUND_runtime": 133.4774,
|
| 31 |
+
"eval_BB_NB_RUND_samples_per_second": 24.334,
|
| 32 |
+
"eval_BB_NB_RUND_steps_per_second": 0.764,
|
| 33 |
+
"eval_BB_NB_RUND_wer": 0.32291471038016795,
|
| 34 |
+
"step": 1689
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"epoch": 1.0,
|
| 38 |
+
"eval_rundkast_loss": 0.3399111032485962,
|
| 39 |
+
"eval_rundkast_runtime": 32.978,
|
| 40 |
+
"eval_rundkast_samples_per_second": 40.785,
|
| 41 |
+
"eval_rundkast_steps_per_second": 1.304,
|
| 42 |
+
"eval_rundkast_wer": 0.1885937002863506,
|
| 43 |
+
"step": 1689
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.0,
|
| 47 |
+
"eval_nb_samtale_loss": 0.5534453988075256,
|
| 48 |
+
"eval_nb_samtale_runtime": 38.0417,
|
| 49 |
+
"eval_nb_samtale_samples_per_second": 14.011,
|
| 50 |
+
"eval_nb_samtale_steps_per_second": 0.447,
|
| 51 |
+
"eval_nb_samtale_wer": 0.235595703125,
|
| 52 |
+
"step": 1689
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 2.0,
|
| 56 |
+
"grad_norm": 3.7305831909179688,
|
| 57 |
+
"learning_rate": 9.716167120799274e-05,
|
| 58 |
+
"loss": 0.7821,
|
| 59 |
+
"step": 3378
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 2.0,
|
| 63 |
+
"eval_bigbrother_loss": 1.4070501327514648,
|
| 64 |
+
"eval_bigbrother_runtime": 41.1443,
|
| 65 |
+
"eval_bigbrother_samples_per_second": 33.297,
|
| 66 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 67 |
+
"eval_bigbrother_wer": 0.510271489567389,
|
| 68 |
+
"step": 3378
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 2.0,
|
| 72 |
+
"eval_BB_NB_RUND_loss": 0.8076683282852173,
|
| 73 |
+
"eval_BB_NB_RUND_runtime": 129.6259,
|
| 74 |
+
"eval_BB_NB_RUND_samples_per_second": 25.057,
|
| 75 |
+
"eval_BB_NB_RUND_steps_per_second": 0.787,
|
| 76 |
+
"eval_BB_NB_RUND_wer": 0.30147828186623027,
|
| 77 |
+
"step": 3378
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.0,
|
| 81 |
+
"eval_rundkast_loss": 0.317608118057251,
|
| 82 |
+
"eval_rundkast_runtime": 32.5347,
|
| 83 |
+
"eval_rundkast_samples_per_second": 41.34,
|
| 84 |
+
"eval_rundkast_steps_per_second": 1.322,
|
| 85 |
+
"eval_rundkast_wer": 0.16775373846643335,
|
| 86 |
+
"step": 3378
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 2.0,
|
| 90 |
+
"eval_nb_samtale_loss": 0.5036561489105225,
|
| 91 |
+
"eval_nb_samtale_runtime": 37.1369,
|
| 92 |
+
"eval_nb_samtale_samples_per_second": 14.352,
|
| 93 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 94 |
+
"eval_nb_samtale_wer": 0.22639973958333334,
|
| 95 |
+
"step": 3378
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 3.0,
|
| 99 |
+
"grad_norm": 4.790787696838379,
|
| 100 |
+
"learning_rate": 9.460490463215258e-05,
|
| 101 |
+
"loss": 0.7185,
|
| 102 |
+
"step": 5067
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 3.0,
|
| 106 |
+
"eval_bigbrother_loss": 1.203812837600708,
|
| 107 |
+
"eval_bigbrother_runtime": 41.1237,
|
| 108 |
+
"eval_bigbrother_samples_per_second": 33.314,
|
| 109 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 110 |
+
"eval_bigbrother_wer": 0.49714009506162893,
|
| 111 |
+
"step": 5067
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 3.0,
|
| 115 |
+
"eval_BB_NB_RUND_loss": 0.6942233443260193,
|
| 116 |
+
"eval_BB_NB_RUND_runtime": 132.6472,
|
| 117 |
+
"eval_BB_NB_RUND_samples_per_second": 24.486,
|
| 118 |
+
"eval_BB_NB_RUND_steps_per_second": 0.769,
|
| 119 |
+
"eval_BB_NB_RUND_wer": 0.2955222278861374,
|
| 120 |
+
"step": 5067
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 3.0,
|
| 124 |
+
"eval_rundkast_loss": 0.27395445108413696,
|
| 125 |
+
"eval_rundkast_runtime": 32.6467,
|
| 126 |
+
"eval_rundkast_samples_per_second": 41.199,
|
| 127 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 128 |
+
"eval_rundkast_wer": 0.16481069042316257,
|
| 129 |
+
"step": 5067
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 3.0,
|
| 133 |
+
"eval_nb_samtale_loss": 0.44476863741874695,
|
| 134 |
+
"eval_nb_samtale_runtime": 37.2129,
|
| 135 |
+
"eval_nb_samtale_samples_per_second": 14.323,
|
| 136 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 137 |
+
"eval_nb_samtale_wer": 0.225830078125,
|
| 138 |
+
"step": 5067
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 4.0,
|
| 142 |
+
"grad_norm": 4.615499496459961,
|
| 143 |
+
"learning_rate": 9.204965183166818e-05,
|
| 144 |
+
"loss": 0.6788,
|
| 145 |
+
"step": 6756
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.0,
|
| 149 |
+
"eval_bigbrother_loss": 1.1682614088058472,
|
| 150 |
+
"eval_bigbrother_runtime": 41.2735,
|
| 151 |
+
"eval_bigbrother_samples_per_second": 33.193,
|
| 152 |
+
"eval_bigbrother_steps_per_second": 1.042,
|
| 153 |
+
"eval_bigbrother_wer": 0.46934665270281156,
|
| 154 |
+
"step": 6756
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 4.0,
|
| 158 |
+
"eval_BB_NB_RUND_loss": 0.6765461564064026,
|
| 159 |
+
"eval_BB_NB_RUND_runtime": 128.689,
|
| 160 |
+
"eval_BB_NB_RUND_samples_per_second": 25.239,
|
| 161 |
+
"eval_BB_NB_RUND_steps_per_second": 0.793,
|
| 162 |
+
"eval_BB_NB_RUND_wer": 0.27942478469669735,
|
| 163 |
+
"step": 6756
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.0,
|
| 167 |
+
"eval_rundkast_loss": 0.2691804766654968,
|
| 168 |
+
"eval_rundkast_runtime": 32.6511,
|
| 169 |
+
"eval_rundkast_samples_per_second": 41.193,
|
| 170 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 171 |
+
"eval_rundkast_wer": 0.15566337893732102,
|
| 172 |
+
"step": 6756
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 4.0,
|
| 176 |
+
"eval_nb_samtale_loss": 0.4400266706943512,
|
| 177 |
+
"eval_nb_samtale_runtime": 37.139,
|
| 178 |
+
"eval_nb_samtale_samples_per_second": 14.351,
|
| 179 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 180 |
+
"eval_nb_samtale_wer": 0.21329752604166666,
|
| 181 |
+
"step": 6756
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 5.0,
|
| 185 |
+
"grad_norm": 5.309389591217041,
|
| 186 |
+
"learning_rate": 8.949288525582804e-05,
|
| 187 |
+
"loss": 0.6442,
|
| 188 |
+
"step": 8445
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 5.0,
|
| 192 |
+
"eval_bigbrother_loss": 1.163558006286621,
|
| 193 |
+
"eval_bigbrother_runtime": 41.5596,
|
| 194 |
+
"eval_bigbrother_samples_per_second": 32.965,
|
| 195 |
+
"eval_bigbrother_steps_per_second": 1.035,
|
| 196 |
+
"eval_bigbrother_wer": 0.46080721823894305,
|
| 197 |
+
"step": 8445
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 5.0,
|
| 201 |
+
"eval_BB_NB_RUND_loss": 0.6712897419929504,
|
| 202 |
+
"eval_BB_NB_RUND_runtime": 199.5442,
|
| 203 |
+
"eval_BB_NB_RUND_samples_per_second": 16.277,
|
| 204 |
+
"eval_BB_NB_RUND_steps_per_second": 0.511,
|
| 205 |
+
"eval_BB_NB_RUND_wer": 0.2733345853566925,
|
| 206 |
+
"step": 8445
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 5.0,
|
| 210 |
+
"eval_rundkast_loss": 0.26304560899734497,
|
| 211 |
+
"eval_rundkast_runtime": 32.653,
|
| 212 |
+
"eval_rundkast_samples_per_second": 41.191,
|
| 213 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 214 |
+
"eval_rundkast_wer": 0.15224307986000638,
|
| 215 |
+
"step": 8445
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 5.0,
|
| 219 |
+
"eval_nb_samtale_loss": 0.4362596273422241,
|
| 220 |
+
"eval_nb_samtale_runtime": 37.3619,
|
| 221 |
+
"eval_nb_samtale_samples_per_second": 14.266,
|
| 222 |
+
"eval_nb_samtale_steps_per_second": 0.455,
|
| 223 |
+
"eval_nb_samtale_wer": 0.20719401041666666,
|
| 224 |
+
"step": 8445
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 6.0,
|
| 228 |
+
"grad_norm": 3.735290050506592,
|
| 229 |
+
"learning_rate": 8.69361186799879e-05,
|
| 230 |
+
"loss": 0.6167,
|
| 231 |
+
"step": 10134
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 6.0,
|
| 235 |
+
"eval_bigbrother_loss": 1.111521601676941,
|
| 236 |
+
"eval_bigbrother_runtime": 41.747,
|
| 237 |
+
"eval_bigbrother_samples_per_second": 32.817,
|
| 238 |
+
"eval_bigbrother_steps_per_second": 1.03,
|
| 239 |
+
"eval_bigbrother_wer": 0.44960928059292676,
|
| 240 |
+
"step": 10134
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 6.0,
|
| 244 |
+
"eval_BB_NB_RUND_loss": 0.6480989456176758,
|
| 245 |
+
"eval_BB_NB_RUND_runtime": 129.1077,
|
| 246 |
+
"eval_BB_NB_RUND_samples_per_second": 25.157,
|
| 247 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 248 |
+
"eval_BB_NB_RUND_wer": 0.2680224291041773,
|
| 249 |
+
"step": 10134
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 6.0,
|
| 253 |
+
"eval_rundkast_loss": 0.260196715593338,
|
| 254 |
+
"eval_rundkast_runtime": 32.8953,
|
| 255 |
+
"eval_rundkast_samples_per_second": 40.887,
|
| 256 |
+
"eval_rundkast_steps_per_second": 1.307,
|
| 257 |
+
"eval_rundkast_wer": 0.15001590836780146,
|
| 258 |
+
"step": 10134
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 6.0,
|
| 262 |
+
"eval_nb_samtale_loss": 0.4358641803264618,
|
| 263 |
+
"eval_nb_samtale_runtime": 37.2416,
|
| 264 |
+
"eval_nb_samtale_samples_per_second": 14.312,
|
| 265 |
+
"eval_nb_samtale_steps_per_second": 0.456,
|
| 266 |
+
"eval_nb_samtale_wer": 0.20475260416666666,
|
| 267 |
+
"step": 10134
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 7.0,
|
| 271 |
+
"grad_norm": 3.0601396560668945,
|
| 272 |
+
"learning_rate": 8.438086587950349e-05,
|
| 273 |
+
"loss": 0.5897,
|
| 274 |
+
"step": 11823
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 7.0,
|
| 278 |
+
"eval_bigbrother_loss": 1.1370279788970947,
|
| 279 |
+
"eval_bigbrother_runtime": 40.9127,
|
| 280 |
+
"eval_bigbrother_samples_per_second": 33.486,
|
| 281 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 282 |
+
"eval_bigbrother_wer": 0.4386530250543785,
|
| 283 |
+
"step": 11823
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"epoch": 7.0,
|
| 287 |
+
"eval_BB_NB_RUND_loss": 0.6591894626617432,
|
| 288 |
+
"eval_BB_NB_RUND_runtime": 131.1395,
|
| 289 |
+
"eval_BB_NB_RUND_samples_per_second": 24.768,
|
| 290 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 291 |
+
"eval_BB_NB_RUND_wer": 0.26238832398787326,
|
| 292 |
+
"step": 11823
|
| 293 |
+
},
|
| 294 |
+
{
|
| 295 |
+
"epoch": 7.0,
|
| 296 |
+
"eval_rundkast_loss": 0.268062025308609,
|
| 297 |
+
"eval_rundkast_runtime": 33.0258,
|
| 298 |
+
"eval_rundkast_samples_per_second": 40.726,
|
| 299 |
+
"eval_rundkast_steps_per_second": 1.302,
|
| 300 |
+
"eval_rundkast_wer": 0.14762965319758192,
|
| 301 |
+
"step": 11823
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 7.0,
|
| 305 |
+
"eval_nb_samtale_loss": 0.4182298183441162,
|
| 306 |
+
"eval_nb_samtale_runtime": 37.1616,
|
| 307 |
+
"eval_nb_samtale_samples_per_second": 14.343,
|
| 308 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 309 |
+
"eval_nb_samtale_wer": 0.20149739583333334,
|
| 310 |
+
"step": 11823
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"epoch": 8.0,
|
| 314 |
+
"grad_norm": 5.5860819816589355,
|
| 315 |
+
"learning_rate": 8.182561307901908e-05,
|
| 316 |
+
"loss": 0.5683,
|
| 317 |
+
"step": 13512
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 8.0,
|
| 321 |
+
"eval_bigbrother_loss": 1.1404756307601929,
|
| 322 |
+
"eval_bigbrother_runtime": 40.7715,
|
| 323 |
+
"eval_bigbrother_samples_per_second": 33.602,
|
| 324 |
+
"eval_bigbrother_steps_per_second": 1.055,
|
| 325 |
+
"eval_bigbrother_wer": 0.429388544268106,
|
| 326 |
+
"step": 13512
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 8.0,
|
| 330 |
+
"eval_BB_NB_RUND_loss": 0.6637564897537231,
|
| 331 |
+
"eval_BB_NB_RUND_runtime": 129.0461,
|
| 332 |
+
"eval_BB_NB_RUND_samples_per_second": 25.169,
|
| 333 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 334 |
+
"eval_BB_NB_RUND_wer": 0.255466423416414,
|
| 335 |
+
"step": 13512
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 8.0,
|
| 339 |
+
"eval_rundkast_loss": 0.26927700638771057,
|
| 340 |
+
"eval_rundkast_runtime": 32.7194,
|
| 341 |
+
"eval_rundkast_samples_per_second": 41.107,
|
| 342 |
+
"eval_rundkast_steps_per_second": 1.314,
|
| 343 |
+
"eval_rundkast_wer": 0.14230034998409163,
|
| 344 |
+
"step": 13512
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 8.0,
|
| 348 |
+
"eval_nb_samtale_loss": 0.43339914083480835,
|
| 349 |
+
"eval_nb_samtale_runtime": 37.1014,
|
| 350 |
+
"eval_nb_samtale_samples_per_second": 14.366,
|
| 351 |
+
"eval_nb_samtale_steps_per_second": 0.458,
|
| 352 |
+
"eval_nb_samtale_wer": 0.19539388020833334,
|
| 353 |
+
"step": 13512
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"epoch": 9.0,
|
| 357 |
+
"grad_norm": 6.843884468078613,
|
| 358 |
+
"learning_rate": 7.927036027853467e-05,
|
| 359 |
+
"loss": 0.5532,
|
| 360 |
+
"step": 15201
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 9.0,
|
| 364 |
+
"eval_bigbrother_loss": 1.1039360761642456,
|
| 365 |
+
"eval_bigbrother_runtime": 41.1161,
|
| 366 |
+
"eval_bigbrother_samples_per_second": 33.32,
|
| 367 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 368 |
+
"eval_bigbrother_wer": 0.42600499476355436,
|
| 369 |
+
"step": 15201
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 9.0,
|
| 373 |
+
"eval_BB_NB_RUND_loss": 0.6467078924179077,
|
| 374 |
+
"eval_BB_NB_RUND_runtime": 131.0223,
|
| 375 |
+
"eval_BB_NB_RUND_samples_per_second": 24.79,
|
| 376 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 377 |
+
"eval_BB_NB_RUND_wer": 0.2532664395138572,
|
| 378 |
+
"step": 15201
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 9.0,
|
| 382 |
+
"eval_rundkast_loss": 0.27150803804397583,
|
| 383 |
+
"eval_rundkast_runtime": 32.7213,
|
| 384 |
+
"eval_rundkast_samples_per_second": 41.105,
|
| 385 |
+
"eval_rundkast_steps_per_second": 1.314,
|
| 386 |
+
"eval_rundkast_wer": 0.14317531021317212,
|
| 387 |
+
"step": 15201
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 9.0,
|
| 391 |
+
"eval_nb_samtale_loss": 0.4183700680732727,
|
| 392 |
+
"eval_nb_samtale_runtime": 37.0058,
|
| 393 |
+
"eval_nb_samtale_samples_per_second": 14.403,
|
| 394 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 395 |
+
"eval_nb_samtale_wer": 0.19173177083333334,
|
| 396 |
+
"step": 15201
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 10.0,
|
| 400 |
+
"grad_norm": 4.194594860076904,
|
| 401 |
+
"learning_rate": 7.671359370269452e-05,
|
| 402 |
+
"loss": 0.5346,
|
| 403 |
+
"step": 16890
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"epoch": 10.0,
|
| 407 |
+
"eval_bigbrother_loss": 1.1744848489761353,
|
| 408 |
+
"eval_bigbrother_runtime": 41.0112,
|
| 409 |
+
"eval_bigbrother_samples_per_second": 33.405,
|
| 410 |
+
"eval_bigbrother_steps_per_second": 1.048,
|
| 411 |
+
"eval_bigbrother_wer": 0.4209296705067268,
|
| 412 |
+
"step": 16890
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"epoch": 10.0,
|
| 416 |
+
"eval_BB_NB_RUND_loss": 0.6952946782112122,
|
| 417 |
+
"eval_BB_NB_RUND_runtime": 128.204,
|
| 418 |
+
"eval_BB_NB_RUND_samples_per_second": 25.335,
|
| 419 |
+
"eval_BB_NB_RUND_steps_per_second": 0.796,
|
| 420 |
+
"eval_BB_NB_RUND_wer": 0.2505298741716524,
|
| 421 |
+
"step": 16890
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"epoch": 10.0,
|
| 425 |
+
"eval_rundkast_loss": 0.2990908622741699,
|
| 426 |
+
"eval_rundkast_runtime": 32.6803,
|
| 427 |
+
"eval_rundkast_samples_per_second": 41.156,
|
| 428 |
+
"eval_rundkast_steps_per_second": 1.316,
|
| 429 |
+
"eval_rundkast_wer": 0.1403118040089087,
|
| 430 |
+
"step": 16890
|
| 431 |
+
},
|
| 432 |
+
{
|
| 433 |
+
"epoch": 10.0,
|
| 434 |
+
"eval_nb_samtale_loss": 0.46227914094924927,
|
| 435 |
+
"eval_nb_samtale_runtime": 37.038,
|
| 436 |
+
"eval_nb_samtale_samples_per_second": 14.391,
|
| 437 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 438 |
+
"eval_nb_samtale_wer": 0.19010416666666666,
|
| 439 |
+
"step": 16890
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 11.0,
|
| 443 |
+
"grad_norm": 4.1977338790893555,
|
| 444 |
+
"learning_rate": 7.415682712685438e-05,
|
| 445 |
+
"loss": 0.5173,
|
| 446 |
+
"step": 18579
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 11.0,
|
| 450 |
+
"eval_bigbrother_loss": 1.2221542596817017,
|
| 451 |
+
"eval_bigbrother_runtime": 40.9814,
|
| 452 |
+
"eval_bigbrother_samples_per_second": 33.43,
|
| 453 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 454 |
+
"eval_bigbrother_wer": 0.4190767743494723,
|
| 455 |
+
"step": 18579
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 11.0,
|
| 459 |
+
"eval_BB_NB_RUND_loss": 0.7245953679084778,
|
| 460 |
+
"eval_BB_NB_RUND_runtime": 131.2027,
|
| 461 |
+
"eval_BB_NB_RUND_samples_per_second": 24.756,
|
| 462 |
+
"eval_BB_NB_RUND_steps_per_second": 0.777,
|
| 463 |
+
"eval_BB_NB_RUND_wer": 0.2488128135647788,
|
| 464 |
+
"step": 18579
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 11.0,
|
| 468 |
+
"eval_rundkast_loss": 0.3232197165489197,
|
| 469 |
+
"eval_rundkast_runtime": 32.6557,
|
| 470 |
+
"eval_rundkast_samples_per_second": 41.187,
|
| 471 |
+
"eval_rundkast_steps_per_second": 1.317,
|
| 472 |
+
"eval_rundkast_wer": 0.14237989182309896,
|
| 473 |
+
"step": 18579
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 11.0,
|
| 477 |
+
"eval_nb_samtale_loss": 0.4594550132751465,
|
| 478 |
+
"eval_nb_samtale_runtime": 37.0192,
|
| 479 |
+
"eval_nb_samtale_samples_per_second": 14.398,
|
| 480 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 481 |
+
"eval_nb_samtale_wer": 0.185302734375,
|
| 482 |
+
"step": 18579
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 12.0,
|
| 486 |
+
"grad_norm": 3.211408853530884,
|
| 487 |
+
"learning_rate": 7.160157432636997e-05,
|
| 488 |
+
"loss": 0.5034,
|
| 489 |
+
"step": 20268
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 12.0,
|
| 493 |
+
"eval_bigbrother_loss": 1.1385760307312012,
|
| 494 |
+
"eval_bigbrother_runtime": 40.816,
|
| 495 |
+
"eval_bigbrother_samples_per_second": 33.565,
|
| 496 |
+
"eval_bigbrother_steps_per_second": 1.054,
|
| 497 |
+
"eval_bigbrother_wer": 0.40981229356319987,
|
| 498 |
+
"step": 20268
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"epoch": 12.0,
|
| 502 |
+
"eval_BB_NB_RUND_loss": 0.6762681603431702,
|
| 503 |
+
"eval_BB_NB_RUND_runtime": 128.7262,
|
| 504 |
+
"eval_BB_NB_RUND_samples_per_second": 25.232,
|
| 505 |
+
"eval_BB_NB_RUND_steps_per_second": 0.792,
|
| 506 |
+
"eval_BB_NB_RUND_wer": 0.24229334907305555,
|
| 507 |
+
"step": 20268
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 12.0,
|
| 511 |
+
"eval_rundkast_loss": 0.2944062352180481,
|
| 512 |
+
"eval_rundkast_runtime": 32.5788,
|
| 513 |
+
"eval_rundkast_samples_per_second": 41.284,
|
| 514 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 515 |
+
"eval_rundkast_wer": 0.1358574610244989,
|
| 516 |
+
"step": 20268
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"epoch": 12.0,
|
| 520 |
+
"eval_nb_samtale_loss": 0.451029509305954,
|
| 521 |
+
"eval_nb_samtale_runtime": 36.6243,
|
| 522 |
+
"eval_nb_samtale_samples_per_second": 14.553,
|
| 523 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 524 |
+
"eval_nb_samtale_wer": 0.18172200520833334,
|
| 525 |
+
"step": 20268
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 13.0,
|
| 529 |
+
"grad_norm": 4.915965557098389,
|
| 530 |
+
"learning_rate": 6.904783530124131e-05,
|
| 531 |
+
"loss": 0.4922,
|
| 532 |
+
"step": 21957
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 13.0,
|
| 536 |
+
"eval_bigbrother_loss": 1.070022702217102,
|
| 537 |
+
"eval_bigbrother_runtime": 41.6248,
|
| 538 |
+
"eval_bigbrother_samples_per_second": 32.913,
|
| 539 |
+
"eval_bigbrother_steps_per_second": 1.033,
|
| 540 |
+
"eval_bigbrother_wer": 0.408845565133328,
|
| 541 |
+
"step": 21957
|
| 542 |
+
},
|
| 543 |
+
{
|
| 544 |
+
"epoch": 13.0,
|
| 545 |
+
"eval_BB_NB_RUND_loss": 0.641231894493103,
|
| 546 |
+
"eval_BB_NB_RUND_runtime": 130.0831,
|
| 547 |
+
"eval_BB_NB_RUND_samples_per_second": 24.969,
|
| 548 |
+
"eval_BB_NB_RUND_steps_per_second": 0.784,
|
| 549 |
+
"eval_BB_NB_RUND_wer": 0.24320553752045718,
|
| 550 |
+
"step": 21957
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"epoch": 13.0,
|
| 554 |
+
"eval_rundkast_loss": 0.28888097405433655,
|
| 555 |
+
"eval_rundkast_runtime": 32.35,
|
| 556 |
+
"eval_rundkast_samples_per_second": 41.577,
|
| 557 |
+
"eval_rundkast_steps_per_second": 1.329,
|
| 558 |
+
"eval_rundkast_wer": 0.14023226216990137,
|
| 559 |
+
"step": 21957
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 13.0,
|
| 563 |
+
"eval_nb_samtale_loss": 0.4279041886329651,
|
| 564 |
+
"eval_nb_samtale_runtime": 36.6119,
|
| 565 |
+
"eval_nb_samtale_samples_per_second": 14.558,
|
| 566 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 567 |
+
"eval_nb_samtale_wer": 0.18180338541666666,
|
| 568 |
+
"step": 21957
|
| 569 |
+
},
|
| 570 |
+
{
|
| 571 |
+
"epoch": 14.0,
|
| 572 |
+
"grad_norm": 7.668597221374512,
|
| 573 |
+
"learning_rate": 6.649106872540115e-05,
|
| 574 |
+
"loss": 0.4787,
|
| 575 |
+
"step": 23646
|
| 576 |
+
},
|
| 577 |
+
{
|
| 578 |
+
"epoch": 14.0,
|
| 579 |
+
"eval_bigbrother_loss": 1.123586893081665,
|
| 580 |
+
"eval_bigbrother_runtime": 40.9041,
|
| 581 |
+
"eval_bigbrother_samples_per_second": 33.493,
|
| 582 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 583 |
+
"eval_bigbrother_wer": 0.4079593974059454,
|
| 584 |
+
"step": 23646
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 14.0,
|
| 588 |
+
"eval_BB_NB_RUND_loss": 0.6701177358627319,
|
| 589 |
+
"eval_BB_NB_RUND_runtime": 128.6687,
|
| 590 |
+
"eval_BB_NB_RUND_samples_per_second": 25.243,
|
| 591 |
+
"eval_BB_NB_RUND_steps_per_second": 0.793,
|
| 592 |
+
"eval_BB_NB_RUND_wer": 0.24256163979287956,
|
| 593 |
+
"step": 23646
|
| 594 |
+
},
|
| 595 |
+
{
|
| 596 |
+
"epoch": 14.0,
|
| 597 |
+
"eval_rundkast_loss": 0.2999539077281952,
|
| 598 |
+
"eval_rundkast_runtime": 33.5296,
|
| 599 |
+
"eval_rundkast_samples_per_second": 40.114,
|
| 600 |
+
"eval_rundkast_steps_per_second": 1.282,
|
| 601 |
+
"eval_rundkast_wer": 0.13697104677060135,
|
| 602 |
+
"step": 23646
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 14.0,
|
| 606 |
+
"eval_nb_samtale_loss": 0.43806180357933044,
|
| 607 |
+
"eval_nb_samtale_runtime": 36.6824,
|
| 608 |
+
"eval_nb_samtale_samples_per_second": 14.53,
|
| 609 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 610 |
+
"eval_nb_samtale_wer": 0.18375651041666666,
|
| 611 |
+
"step": 23646
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"epoch": 15.0,
|
| 615 |
+
"grad_norm": 8.808441162109375,
|
| 616 |
+
"learning_rate": 6.393430214956101e-05,
|
| 617 |
+
"loss": 0.4663,
|
| 618 |
+
"step": 25335
|
| 619 |
+
},
|
| 620 |
+
{
|
| 621 |
+
"epoch": 15.0,
|
| 622 |
+
"eval_bigbrother_loss": 1.160325050354004,
|
| 623 |
+
"eval_bigbrother_runtime": 41.0537,
|
| 624 |
+
"eval_bigbrother_samples_per_second": 33.371,
|
| 625 |
+
"eval_bigbrother_steps_per_second": 1.047,
|
| 626 |
+
"eval_bigbrother_wer": 0.3999033271570128,
|
| 627 |
+
"step": 25335
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 15.0,
|
| 631 |
+
"eval_BB_NB_RUND_loss": 0.6799572706222534,
|
| 632 |
+
"eval_BB_NB_RUND_runtime": 185.9813,
|
| 633 |
+
"eval_BB_NB_RUND_samples_per_second": 17.464,
|
| 634 |
+
"eval_BB_NB_RUND_steps_per_second": 0.548,
|
| 635 |
+
"eval_BB_NB_RUND_wer": 0.23767874869208275,
|
| 636 |
+
"step": 25335
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"epoch": 15.0,
|
| 640 |
+
"eval_rundkast_loss": 0.2853633463382721,
|
| 641 |
+
"eval_rundkast_runtime": 32.9208,
|
| 642 |
+
"eval_rundkast_samples_per_second": 40.856,
|
| 643 |
+
"eval_rundkast_steps_per_second": 1.306,
|
| 644 |
+
"eval_rundkast_wer": 0.1345847916003818,
|
| 645 |
+
"step": 25335
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"epoch": 15.0,
|
| 649 |
+
"eval_nb_samtale_loss": 0.4409109652042389,
|
| 650 |
+
"eval_nb_samtale_runtime": 36.4232,
|
| 651 |
+
"eval_nb_samtale_samples_per_second": 14.634,
|
| 652 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 653 |
+
"eval_nb_samtale_wer": 0.178466796875,
|
| 654 |
+
"step": 25335
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 16.0,
|
| 658 |
+
"grad_norm": 4.101474761962891,
|
| 659 |
+
"learning_rate": 6.137753557372086e-05,
|
| 660 |
+
"loss": 0.4579,
|
| 661 |
+
"step": 27024
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"epoch": 16.0,
|
| 665 |
+
"eval_bigbrother_loss": 1.155598759651184,
|
| 666 |
+
"eval_bigbrother_runtime": 42.3097,
|
| 667 |
+
"eval_bigbrother_samples_per_second": 32.38,
|
| 668 |
+
"eval_bigbrother_steps_per_second": 1.016,
|
| 669 |
+
"eval_bigbrother_wer": 0.3999033271570128,
|
| 670 |
+
"step": 27024
|
| 671 |
+
},
|
| 672 |
+
{
|
| 673 |
+
"epoch": 16.0,
|
| 674 |
+
"eval_BB_NB_RUND_loss": 0.6771286129951477,
|
| 675 |
+
"eval_BB_NB_RUND_runtime": 128.4569,
|
| 676 |
+
"eval_BB_NB_RUND_samples_per_second": 25.285,
|
| 677 |
+
"eval_BB_NB_RUND_steps_per_second": 0.794,
|
| 678 |
+
"eval_BB_NB_RUND_wer": 0.23773240683604754,
|
| 679 |
+
"step": 27024
|
| 680 |
+
},
|
| 681 |
+
{
|
| 682 |
+
"epoch": 16.0,
|
| 683 |
+
"eval_rundkast_loss": 0.27949705719947815,
|
| 684 |
+
"eval_rundkast_runtime": 32.5865,
|
| 685 |
+
"eval_rundkast_samples_per_second": 41.275,
|
| 686 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 687 |
+
"eval_rundkast_wer": 0.13450524976137448,
|
| 688 |
+
"step": 27024
|
| 689 |
+
},
|
| 690 |
+
{
|
| 691 |
+
"epoch": 16.0,
|
| 692 |
+
"eval_nb_samtale_loss": 0.4515434503555298,
|
| 693 |
+
"eval_nb_samtale_runtime": 37.0041,
|
| 694 |
+
"eval_nb_samtale_samples_per_second": 14.404,
|
| 695 |
+
"eval_nb_samtale_steps_per_second": 0.459,
|
| 696 |
+
"eval_nb_samtale_wer": 0.17936197916666666,
|
| 697 |
+
"step": 27024
|
| 698 |
+
},
|
| 699 |
+
{
|
| 700 |
+
"epoch": 17.0,
|
| 701 |
+
"grad_norm": 9.384012222290039,
|
| 702 |
+
"learning_rate": 5.882379654859219e-05,
|
| 703 |
+
"loss": 0.4469,
|
| 704 |
+
"step": 28713
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 17.0,
|
| 708 |
+
"eval_bigbrother_loss": 1.1895906925201416,
|
| 709 |
+
"eval_bigbrother_runtime": 40.9285,
|
| 710 |
+
"eval_bigbrother_samples_per_second": 33.473,
|
| 711 |
+
"eval_bigbrother_steps_per_second": 1.051,
|
| 712 |
+
"eval_bigbrother_wer": 0.40167566261177795,
|
| 713 |
+
"step": 28713
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"epoch": 17.0,
|
| 717 |
+
"eval_BB_NB_RUND_loss": 0.6978138089179993,
|
| 718 |
+
"eval_BB_NB_RUND_runtime": 169.0105,
|
| 719 |
+
"eval_BB_NB_RUND_samples_per_second": 19.218,
|
| 720 |
+
"eval_BB_NB_RUND_steps_per_second": 0.604,
|
| 721 |
+
"eval_BB_NB_RUND_wer": 0.23837630456362516,
|
| 722 |
+
"step": 28713
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 17.0,
|
| 726 |
+
"eval_rundkast_loss": 0.29528018832206726,
|
| 727 |
+
"eval_rundkast_runtime": 32.6968,
|
| 728 |
+
"eval_rundkast_samples_per_second": 41.136,
|
| 729 |
+
"eval_rundkast_steps_per_second": 1.315,
|
| 730 |
+
"eval_rundkast_wer": 0.1377664651606745,
|
| 731 |
+
"step": 28713
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"epoch": 17.0,
|
| 735 |
+
"eval_nb_samtale_loss": 0.4508727788925171,
|
| 736 |
+
"eval_nb_samtale_runtime": 36.4289,
|
| 737 |
+
"eval_nb_samtale_samples_per_second": 14.631,
|
| 738 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 739 |
+
"eval_nb_samtale_wer": 0.17667643229166666,
|
| 740 |
+
"step": 28713
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"epoch": 18.0,
|
| 744 |
+
"grad_norm": 3.587054491043091,
|
| 745 |
+
"learning_rate": 5.626702997275205e-05,
|
| 746 |
+
"loss": 0.4399,
|
| 747 |
+
"step": 30402
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 18.0,
|
| 751 |
+
"eval_bigbrother_loss": 1.1661101579666138,
|
| 752 |
+
"eval_bigbrother_runtime": 41.0139,
|
| 753 |
+
"eval_bigbrother_samples_per_second": 33.403,
|
| 754 |
+
"eval_bigbrother_steps_per_second": 1.048,
|
| 755 |
+
"eval_bigbrother_wer": 0.3982921131072263,
|
| 756 |
+
"step": 30402
|
| 757 |
+
},
|
| 758 |
+
{
|
| 759 |
+
"epoch": 18.0,
|
| 760 |
+
"eval_BB_NB_RUND_loss": 0.6934623718261719,
|
| 761 |
+
"eval_BB_NB_RUND_runtime": 127.79,
|
| 762 |
+
"eval_BB_NB_RUND_samples_per_second": 25.417,
|
| 763 |
+
"eval_BB_NB_RUND_steps_per_second": 0.798,
|
| 764 |
+
"eval_BB_NB_RUND_wer": 0.23443243098221234,
|
| 765 |
+
"step": 30402
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"epoch": 18.0,
|
| 769 |
+
"eval_rundkast_loss": 0.3097790777683258,
|
| 770 |
+
"eval_rundkast_runtime": 32.5419,
|
| 771 |
+
"eval_rundkast_samples_per_second": 41.331,
|
| 772 |
+
"eval_rundkast_steps_per_second": 1.321,
|
| 773 |
+
"eval_rundkast_wer": 0.13307349665924276,
|
| 774 |
+
"step": 30402
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"epoch": 18.0,
|
| 778 |
+
"eval_nb_samtale_loss": 0.4466961622238159,
|
| 779 |
+
"eval_nb_samtale_runtime": 36.4501,
|
| 780 |
+
"eval_nb_samtale_samples_per_second": 14.623,
|
| 781 |
+
"eval_nb_samtale_steps_per_second": 0.466,
|
| 782 |
+
"eval_nb_samtale_wer": 0.17268880208333334,
|
| 783 |
+
"step": 30402
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 19.0,
|
| 787 |
+
"grad_norm": 4.3045973777771,
|
| 788 |
+
"learning_rate": 5.371177717226764e-05,
|
| 789 |
+
"loss": 0.4313,
|
| 790 |
+
"step": 32091
|
| 791 |
+
},
|
| 792 |
+
{
|
| 793 |
+
"epoch": 19.0,
|
| 794 |
+
"eval_bigbrother_loss": 1.1764683723449707,
|
| 795 |
+
"eval_bigbrother_runtime": 41.1081,
|
| 796 |
+
"eval_bigbrother_samples_per_second": 33.327,
|
| 797 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 798 |
+
"eval_bigbrother_wer": 0.3935390316603561,
|
| 799 |
+
"step": 32091
|
| 800 |
+
},
|
| 801 |
+
{
|
| 802 |
+
"epoch": 19.0,
|
| 803 |
+
"eval_BB_NB_RUND_loss": 0.6927400231361389,
|
| 804 |
+
"eval_BB_NB_RUND_runtime": 131.0803,
|
| 805 |
+
"eval_BB_NB_RUND_samples_per_second": 24.779,
|
| 806 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 807 |
+
"eval_BB_NB_RUND_wer": 0.23349341346282831,
|
| 808 |
+
"step": 32091
|
| 809 |
+
},
|
| 810 |
+
{
|
| 811 |
+
"epoch": 19.0,
|
| 812 |
+
"eval_rundkast_loss": 0.296793133020401,
|
| 813 |
+
"eval_rundkast_runtime": 32.4376,
|
| 814 |
+
"eval_rundkast_samples_per_second": 41.464,
|
| 815 |
+
"eval_rundkast_steps_per_second": 1.326,
|
| 816 |
+
"eval_rundkast_wer": 0.13355074769328668,
|
| 817 |
+
"step": 32091
|
| 818 |
+
},
|
| 819 |
+
{
|
| 820 |
+
"epoch": 19.0,
|
| 821 |
+
"eval_nb_samtale_loss": 0.44873738288879395,
|
| 822 |
+
"eval_nb_samtale_runtime": 36.5729,
|
| 823 |
+
"eval_nb_samtale_samples_per_second": 14.574,
|
| 824 |
+
"eval_nb_samtale_steps_per_second": 0.465,
|
| 825 |
+
"eval_nb_samtale_wer": 0.17415364583333334,
|
| 826 |
+
"step": 32091
|
| 827 |
+
},
|
| 828 |
+
{
|
| 829 |
+
"epoch": 20.0,
|
| 830 |
+
"grad_norm": 2.650940418243408,
|
| 831 |
+
"learning_rate": 5.115501059642749e-05,
|
| 832 |
+
"loss": 0.4229,
|
| 833 |
+
"step": 33780
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"epoch": 20.0,
|
| 837 |
+
"eval_bigbrother_loss": 1.1612807512283325,
|
| 838 |
+
"eval_bigbrother_runtime": 41.2062,
|
| 839 |
+
"eval_bigbrother_samples_per_second": 33.247,
|
| 840 |
+
"eval_bigbrother_steps_per_second": 1.044,
|
| 841 |
+
"eval_bigbrother_wer": 0.39402239587529203,
|
| 842 |
+
"step": 33780
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"epoch": 20.0,
|
| 846 |
+
"eval_BB_NB_RUND_loss": 0.6827826499938965,
|
| 847 |
+
"eval_BB_NB_RUND_runtime": 326.107,
|
| 848 |
+
"eval_BB_NB_RUND_samples_per_second": 9.96,
|
| 849 |
+
"eval_BB_NB_RUND_steps_per_second": 0.313,
|
| 850 |
+
"eval_BB_NB_RUND_wer": 0.23164220749604272,
|
| 851 |
+
"step": 33780
|
| 852 |
+
},
|
| 853 |
+
{
|
| 854 |
+
"epoch": 20.0,
|
| 855 |
+
"eval_rundkast_loss": 0.29459282755851746,
|
| 856 |
+
"eval_rundkast_runtime": 36.3812,
|
| 857 |
+
"eval_rundkast_samples_per_second": 36.97,
|
| 858 |
+
"eval_rundkast_steps_per_second": 1.182,
|
| 859 |
+
"eval_rundkast_wer": 0.12957365574292076,
|
| 860 |
+
"step": 33780
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"epoch": 20.0,
|
| 864 |
+
"eval_nb_samtale_loss": 0.4326167404651642,
|
| 865 |
+
"eval_nb_samtale_runtime": 39.3019,
|
| 866 |
+
"eval_nb_samtale_samples_per_second": 13.562,
|
| 867 |
+
"eval_nb_samtale_steps_per_second": 0.433,
|
| 868 |
+
"eval_nb_samtale_wer": 0.17252604166666666,
|
| 869 |
+
"step": 33780
|
| 870 |
+
},
|
| 871 |
+
{
|
| 872 |
+
"epoch": 21.0,
|
| 873 |
+
"grad_norm": 6.971451282501221,
|
| 874 |
+
"learning_rate": 4.859975779594308e-05,
|
| 875 |
+
"loss": 0.4173,
|
| 876 |
+
"step": 35469
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 21.0,
|
| 880 |
+
"eval_bigbrother_loss": 1.18746018409729,
|
| 881 |
+
"eval_bigbrother_runtime": 42.6131,
|
| 882 |
+
"eval_bigbrother_samples_per_second": 32.15,
|
| 883 |
+
"eval_bigbrother_steps_per_second": 1.009,
|
| 884 |
+
"eval_bigbrother_wer": 0.3920889390155482,
|
| 885 |
+
"step": 35469
|
| 886 |
+
},
|
| 887 |
+
{
|
| 888 |
+
"epoch": 21.0,
|
| 889 |
+
"eval_BB_NB_RUND_loss": 0.6960651874542236,
|
| 890 |
+
"eval_BB_NB_RUND_runtime": 153.2803,
|
| 891 |
+
"eval_BB_NB_RUND_samples_per_second": 21.19,
|
| 892 |
+
"eval_BB_NB_RUND_steps_per_second": 0.665,
|
| 893 |
+
"eval_BB_NB_RUND_wer": 0.23126660048828912,
|
| 894 |
+
"step": 35469
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"epoch": 21.0,
|
| 898 |
+
"eval_rundkast_loss": 0.2939074635505676,
|
| 899 |
+
"eval_rundkast_runtime": 161.3899,
|
| 900 |
+
"eval_rundkast_samples_per_second": 8.334,
|
| 901 |
+
"eval_rundkast_steps_per_second": 0.266,
|
| 902 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 903 |
+
"step": 35469
|
| 904 |
+
},
|
| 905 |
+
{
|
| 906 |
+
"epoch": 21.0,
|
| 907 |
+
"eval_nb_samtale_loss": 0.44757071137428284,
|
| 908 |
+
"eval_nb_samtale_runtime": 49.4947,
|
| 909 |
+
"eval_nb_samtale_samples_per_second": 10.769,
|
| 910 |
+
"eval_nb_samtale_steps_per_second": 0.343,
|
| 911 |
+
"eval_nb_samtale_wer": 0.17244466145833334,
|
| 912 |
+
"step": 35469
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"epoch": 22.0,
|
| 916 |
+
"grad_norm": 7.361974716186523,
|
| 917 |
+
"learning_rate": 4.6042991220102936e-05,
|
| 918 |
+
"loss": 0.4101,
|
| 919 |
+
"step": 37158
|
| 920 |
+
},
|
| 921 |
+
{
|
| 922 |
+
"epoch": 22.0,
|
| 923 |
+
"eval_bigbrother_loss": 1.2487200498580933,
|
| 924 |
+
"eval_bigbrother_runtime": 44.9933,
|
| 925 |
+
"eval_bigbrother_samples_per_second": 30.449,
|
| 926 |
+
"eval_bigbrother_steps_per_second": 0.956,
|
| 927 |
+
"eval_bigbrother_wer": 0.39152501409812296,
|
| 928 |
+
"step": 37158
|
| 929 |
+
},
|
| 930 |
+
{
|
| 931 |
+
"epoch": 22.0,
|
| 932 |
+
"eval_BB_NB_RUND_loss": 0.7247402667999268,
|
| 933 |
+
"eval_BB_NB_RUND_runtime": 182.0939,
|
| 934 |
+
"eval_BB_NB_RUND_samples_per_second": 17.837,
|
| 935 |
+
"eval_BB_NB_RUND_steps_per_second": 0.56,
|
| 936 |
+
"eval_BB_NB_RUND_wer": 0.2308105062645883,
|
| 937 |
+
"step": 37158
|
| 938 |
+
},
|
| 939 |
+
{
|
| 940 |
+
"epoch": 22.0,
|
| 941 |
+
"eval_rundkast_loss": 0.2898001968860626,
|
| 942 |
+
"eval_rundkast_runtime": 38.6925,
|
| 943 |
+
"eval_rundkast_samples_per_second": 34.761,
|
| 944 |
+
"eval_rundkast_steps_per_second": 1.111,
|
| 945 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 946 |
+
"step": 37158
|
| 947 |
+
},
|
| 948 |
+
{
|
| 949 |
+
"epoch": 22.0,
|
| 950 |
+
"eval_nb_samtale_loss": 0.4750688672065735,
|
| 951 |
+
"eval_nb_samtale_runtime": 42.0801,
|
| 952 |
+
"eval_nb_samtale_samples_per_second": 12.666,
|
| 953 |
+
"eval_nb_samtale_steps_per_second": 0.404,
|
| 954 |
+
"eval_nb_samtale_wer": 0.1708984375,
|
| 955 |
+
"step": 37158
|
| 956 |
+
},
|
| 957 |
+
{
|
| 958 |
+
"epoch": 23.0,
|
| 959 |
+
"grad_norm": 3.2216553688049316,
|
| 960 |
+
"learning_rate": 4.348773841961853e-05,
|
| 961 |
+
"loss": 0.3985,
|
| 962 |
+
"step": 38847
|
| 963 |
+
},
|
| 964 |
+
{
|
| 965 |
+
"epoch": 23.0,
|
| 966 |
+
"eval_bigbrother_loss": 1.1696597337722778,
|
| 967 |
+
"eval_bigbrother_runtime": 41.468,
|
| 968 |
+
"eval_bigbrother_samples_per_second": 33.038,
|
| 969 |
+
"eval_bigbrother_steps_per_second": 1.037,
|
| 970 |
+
"eval_bigbrother_wer": 0.3846773543865302,
|
| 971 |
+
"step": 38847
|
| 972 |
+
},
|
| 973 |
+
{
|
| 974 |
+
"epoch": 23.0,
|
| 975 |
+
"eval_BB_NB_RUND_loss": 0.6836020350456238,
|
| 976 |
+
"eval_BB_NB_RUND_runtime": 175.228,
|
| 977 |
+
"eval_BB_NB_RUND_samples_per_second": 18.536,
|
| 978 |
+
"eval_BB_NB_RUND_steps_per_second": 0.582,
|
| 979 |
+
"eval_BB_NB_RUND_wer": 0.2291739328736619,
|
| 980 |
+
"step": 38847
|
| 981 |
+
},
|
| 982 |
+
{
|
| 983 |
+
"epoch": 23.0,
|
| 984 |
+
"eval_rundkast_loss": 0.2838425934314728,
|
| 985 |
+
"eval_rundkast_runtime": 32.5363,
|
| 986 |
+
"eval_rundkast_samples_per_second": 41.338,
|
| 987 |
+
"eval_rundkast_steps_per_second": 1.322,
|
| 988 |
+
"eval_rundkast_wer": 0.1319599109131403,
|
| 989 |
+
"step": 38847
|
| 990 |
+
},
|
| 991 |
+
{
|
| 992 |
+
"epoch": 23.0,
|
| 993 |
+
"eval_nb_samtale_loss": 0.442909300327301,
|
| 994 |
+
"eval_nb_samtale_runtime": 36.3978,
|
| 995 |
+
"eval_nb_samtale_samples_per_second": 14.644,
|
| 996 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 997 |
+
"eval_nb_samtale_wer": 0.17203776041666666,
|
| 998 |
+
"step": 38847
|
| 999 |
+
},
|
| 1000 |
+
{
|
| 1001 |
+
"epoch": 24.0,
|
| 1002 |
+
"grad_norm": 8.511246681213379,
|
| 1003 |
+
"learning_rate": 4.0933999394489856e-05,
|
| 1004 |
+
"loss": 0.3943,
|
| 1005 |
+
"step": 40536
|
| 1006 |
+
},
|
| 1007 |
+
{
|
| 1008 |
+
"epoch": 24.0,
|
| 1009 |
+
"eval_bigbrother_loss": 1.1965091228485107,
|
| 1010 |
+
"eval_bigbrother_runtime": 41.19,
|
| 1011 |
+
"eval_bigbrother_samples_per_second": 33.26,
|
| 1012 |
+
"eval_bigbrother_steps_per_second": 1.044,
|
| 1013 |
+
"eval_bigbrother_wer": 0.38363006525416904,
|
| 1014 |
+
"step": 40536
|
| 1015 |
+
},
|
| 1016 |
+
{
|
| 1017 |
+
"epoch": 24.0,
|
| 1018 |
+
"eval_BB_NB_RUND_loss": 0.7099454402923584,
|
| 1019 |
+
"eval_BB_NB_RUND_runtime": 129.9149,
|
| 1020 |
+
"eval_BB_NB_RUND_samples_per_second": 25.001,
|
| 1021 |
+
"eval_BB_NB_RUND_steps_per_second": 0.785,
|
| 1022 |
+
"eval_BB_NB_RUND_wer": 0.2286910095779787,
|
| 1023 |
+
"step": 40536
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 24.0,
|
| 1027 |
+
"eval_rundkast_loss": 0.31351616978645325,
|
| 1028 |
+
"eval_rundkast_runtime": 32.5656,
|
| 1029 |
+
"eval_rundkast_samples_per_second": 41.301,
|
| 1030 |
+
"eval_rundkast_steps_per_second": 1.32,
|
| 1031 |
+
"eval_rundkast_wer": 0.13108495068405981,
|
| 1032 |
+
"step": 40536
|
| 1033 |
+
},
|
| 1034 |
+
{
|
| 1035 |
+
"epoch": 24.0,
|
| 1036 |
+
"eval_nb_samtale_loss": 0.4599841833114624,
|
| 1037 |
+
"eval_nb_samtale_runtime": 36.637,
|
| 1038 |
+
"eval_nb_samtale_samples_per_second": 14.548,
|
| 1039 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 1040 |
+
"eval_nb_samtale_wer": 0.17154947916666666,
|
| 1041 |
+
"step": 40536
|
| 1042 |
+
},
|
| 1043 |
+
{
|
| 1044 |
+
"epoch": 25.0,
|
| 1045 |
+
"grad_norm": 3.3434505462646484,
|
| 1046 |
+
"learning_rate": 3.837723281864972e-05,
|
| 1047 |
+
"loss": 0.3902,
|
| 1048 |
+
"step": 42225
|
| 1049 |
+
},
|
| 1050 |
+
{
|
| 1051 |
+
"epoch": 25.0,
|
| 1052 |
+
"eval_bigbrother_loss": 1.194956660270691,
|
| 1053 |
+
"eval_bigbrother_runtime": 41.082,
|
| 1054 |
+
"eval_bigbrother_samples_per_second": 33.348,
|
| 1055 |
+
"eval_bigbrother_steps_per_second": 1.047,
|
| 1056 |
+
"eval_bigbrother_wer": 0.38193829050189315,
|
| 1057 |
+
"step": 42225
|
| 1058 |
+
},
|
| 1059 |
+
{
|
| 1060 |
+
"epoch": 25.0,
|
| 1061 |
+
"eval_BB_NB_RUND_loss": 0.7117018103599548,
|
| 1062 |
+
"eval_BB_NB_RUND_runtime": 129.0515,
|
| 1063 |
+
"eval_BB_NB_RUND_samples_per_second": 25.168,
|
| 1064 |
+
"eval_BB_NB_RUND_steps_per_second": 0.79,
|
| 1065 |
+
"eval_BB_NB_RUND_wer": 0.2270812652590347,
|
| 1066 |
+
"step": 42225
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"epoch": 25.0,
|
| 1070 |
+
"eval_rundkast_loss": 0.31047695875167847,
|
| 1071 |
+
"eval_rundkast_runtime": 32.4929,
|
| 1072 |
+
"eval_rundkast_samples_per_second": 41.394,
|
| 1073 |
+
"eval_rundkast_steps_per_second": 1.323,
|
| 1074 |
+
"eval_rundkast_wer": 0.13124403436207446,
|
| 1075 |
+
"step": 42225
|
| 1076 |
+
},
|
| 1077 |
+
{
|
| 1078 |
+
"epoch": 25.0,
|
| 1079 |
+
"eval_nb_samtale_loss": 0.48264163732528687,
|
| 1080 |
+
"eval_nb_samtale_runtime": 36.4332,
|
| 1081 |
+
"eval_nb_samtale_samples_per_second": 14.63,
|
| 1082 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1083 |
+
"eval_nb_samtale_wer": 0.16878255208333334,
|
| 1084 |
+
"step": 42225
|
| 1085 |
+
},
|
| 1086 |
+
{
|
| 1087 |
+
"epoch": 26.0,
|
| 1088 |
+
"grad_norm": 3.0726335048675537,
|
| 1089 |
+
"learning_rate": 3.582046624280957e-05,
|
| 1090 |
+
"loss": 0.3836,
|
| 1091 |
+
"step": 43914
|
| 1092 |
+
},
|
| 1093 |
+
{
|
| 1094 |
+
"epoch": 26.0,
|
| 1095 |
+
"eval_bigbrother_loss": 1.2235493659973145,
|
| 1096 |
+
"eval_bigbrother_runtime": 41.1244,
|
| 1097 |
+
"eval_bigbrother_samples_per_second": 33.314,
|
| 1098 |
+
"eval_bigbrother_steps_per_second": 1.046,
|
| 1099 |
+
"eval_bigbrother_wer": 0.3832272617417224,
|
| 1100 |
+
"step": 43914
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 26.0,
|
| 1104 |
+
"eval_BB_NB_RUND_loss": 0.7329136729240417,
|
| 1105 |
+
"eval_BB_NB_RUND_runtime": 153.8243,
|
| 1106 |
+
"eval_BB_NB_RUND_samples_per_second": 21.115,
|
| 1107 |
+
"eval_BB_NB_RUND_steps_per_second": 0.663,
|
| 1108 |
+
"eval_BB_NB_RUND_wer": 0.22842271885815468,
|
| 1109 |
+
"step": 43914
|
| 1110 |
+
},
|
| 1111 |
+
{
|
| 1112 |
+
"epoch": 26.0,
|
| 1113 |
+
"eval_rundkast_loss": 0.3316984474658966,
|
| 1114 |
+
"eval_rundkast_runtime": 32.4356,
|
| 1115 |
+
"eval_rundkast_samples_per_second": 41.467,
|
| 1116 |
+
"eval_rundkast_steps_per_second": 1.326,
|
| 1117 |
+
"eval_rundkast_wer": 0.13434616608335984,
|
| 1118 |
+
"step": 43914
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 26.0,
|
| 1122 |
+
"eval_nb_samtale_loss": 0.48570868372917175,
|
| 1123 |
+
"eval_nb_samtale_runtime": 36.6552,
|
| 1124 |
+
"eval_nb_samtale_samples_per_second": 14.541,
|
| 1125 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 1126 |
+
"eval_nb_samtale_wer": 0.16731770833333334,
|
| 1127 |
+
"step": 43914
|
| 1128 |
+
},
|
| 1129 |
+
{
|
| 1130 |
+
"epoch": 27.0,
|
| 1131 |
+
"grad_norm": 15.335138320922852,
|
| 1132 |
+
"learning_rate": 3.3263699666969425e-05,
|
| 1133 |
+
"loss": 0.3786,
|
| 1134 |
+
"step": 45603
|
| 1135 |
+
},
|
| 1136 |
+
{
|
| 1137 |
+
"epoch": 27.0,
|
| 1138 |
+
"eval_bigbrother_loss": 1.205081820487976,
|
| 1139 |
+
"eval_bigbrother_runtime": 40.4664,
|
| 1140 |
+
"eval_bigbrother_samples_per_second": 33.855,
|
| 1141 |
+
"eval_bigbrother_steps_per_second": 1.063,
|
| 1142 |
+
"eval_bigbrother_wer": 0.3794409087247241,
|
| 1143 |
+
"step": 45603
|
| 1144 |
+
},
|
| 1145 |
+
{
|
| 1146 |
+
"epoch": 27.0,
|
| 1147 |
+
"eval_BB_NB_RUND_loss": 0.7199556231498718,
|
| 1148 |
+
"eval_BB_NB_RUND_runtime": 130.4204,
|
| 1149 |
+
"eval_BB_NB_RUND_samples_per_second": 24.904,
|
| 1150 |
+
"eval_BB_NB_RUND_steps_per_second": 0.782,
|
| 1151 |
+
"eval_BB_NB_RUND_wer": 0.22506908486035468,
|
| 1152 |
+
"step": 45603
|
| 1153 |
+
},
|
| 1154 |
+
{
|
| 1155 |
+
"epoch": 27.0,
|
| 1156 |
+
"eval_rundkast_loss": 0.31949692964553833,
|
| 1157 |
+
"eval_rundkast_runtime": 32.7387,
|
| 1158 |
+
"eval_rundkast_samples_per_second": 41.083,
|
| 1159 |
+
"eval_rundkast_steps_per_second": 1.313,
|
| 1160 |
+
"eval_rundkast_wer": 0.12846006999681833,
|
| 1161 |
+
"step": 45603
|
| 1162 |
+
},
|
| 1163 |
+
{
|
| 1164 |
+
"epoch": 27.0,
|
| 1165 |
+
"eval_nb_samtale_loss": 0.48315760493278503,
|
| 1166 |
+
"eval_nb_samtale_runtime": 36.3915,
|
| 1167 |
+
"eval_nb_samtale_samples_per_second": 14.646,
|
| 1168 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1169 |
+
"eval_nb_samtale_wer": 0.16715494791666666,
|
| 1170 |
+
"step": 45603
|
| 1171 |
+
},
|
| 1172 |
+
{
|
| 1173 |
+
"epoch": 28.0,
|
| 1174 |
+
"grad_norm": 9.487163543701172,
|
| 1175 |
+
"learning_rate": 3.0708446866485016e-05,
|
| 1176 |
+
"loss": 0.3752,
|
| 1177 |
+
"step": 47292
|
| 1178 |
+
},
|
| 1179 |
+
{
|
| 1180 |
+
"epoch": 28.0,
|
| 1181 |
+
"eval_bigbrother_loss": 1.200919508934021,
|
| 1182 |
+
"eval_bigbrother_runtime": 40.9519,
|
| 1183 |
+
"eval_bigbrother_samples_per_second": 33.454,
|
| 1184 |
+
"eval_bigbrother_steps_per_second": 1.05,
|
| 1185 |
+
"eval_bigbrother_wer": 0.380165955047128,
|
| 1186 |
+
"step": 47292
|
| 1187 |
+
},
|
| 1188 |
+
{
|
| 1189 |
+
"epoch": 28.0,
|
| 1190 |
+
"eval_BB_NB_RUND_loss": 0.7172989845275879,
|
| 1191 |
+
"eval_BB_NB_RUND_runtime": 127.4559,
|
| 1192 |
+
"eval_BB_NB_RUND_samples_per_second": 25.483,
|
| 1193 |
+
"eval_BB_NB_RUND_steps_per_second": 0.8,
|
| 1194 |
+
"eval_BB_NB_RUND_wer": 0.2256861535159499,
|
| 1195 |
+
"step": 47292
|
| 1196 |
+
},
|
| 1197 |
+
{
|
| 1198 |
+
"epoch": 28.0,
|
| 1199 |
+
"eval_rundkast_loss": 0.3196479082107544,
|
| 1200 |
+
"eval_rundkast_runtime": 32.5881,
|
| 1201 |
+
"eval_rundkast_samples_per_second": 41.273,
|
| 1202 |
+
"eval_rundkast_steps_per_second": 1.319,
|
| 1203 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 1204 |
+
"step": 47292
|
| 1205 |
+
},
|
| 1206 |
+
{
|
| 1207 |
+
"epoch": 28.0,
|
| 1208 |
+
"eval_nb_samtale_loss": 0.4765280485153198,
|
| 1209 |
+
"eval_nb_samtale_runtime": 37.1947,
|
| 1210 |
+
"eval_nb_samtale_samples_per_second": 14.33,
|
| 1211 |
+
"eval_nb_samtale_steps_per_second": 0.457,
|
| 1212 |
+
"eval_nb_samtale_wer": 0.16731770833333334,
|
| 1213 |
+
"step": 47292
|
| 1214 |
+
},
|
| 1215 |
+
{
|
| 1216 |
+
"epoch": 29.0,
|
| 1217 |
+
"grad_norm": 4.333740234375,
|
| 1218 |
+
"learning_rate": 2.8153194066000604e-05,
|
| 1219 |
+
"loss": 0.3718,
|
| 1220 |
+
"step": 48981
|
| 1221 |
+
},
|
| 1222 |
+
{
|
| 1223 |
+
"epoch": 29.0,
|
| 1224 |
+
"eval_bigbrother_loss": 1.2218164205551147,
|
| 1225 |
+
"eval_bigbrother_runtime": 40.6907,
|
| 1226 |
+
"eval_bigbrother_samples_per_second": 33.669,
|
| 1227 |
+
"eval_bigbrother_steps_per_second": 1.057,
|
| 1228 |
+
"eval_bigbrother_wer": 0.37621848062515106,
|
| 1229 |
+
"step": 48981
|
| 1230 |
+
},
|
| 1231 |
+
{
|
| 1232 |
+
"epoch": 29.0,
|
| 1233 |
+
"eval_BB_NB_RUND_loss": 0.7251059412956238,
|
| 1234 |
+
"eval_BB_NB_RUND_runtime": 151.9233,
|
| 1235 |
+
"eval_BB_NB_RUND_samples_per_second": 21.379,
|
| 1236 |
+
"eval_BB_NB_RUND_steps_per_second": 0.671,
|
| 1237 |
+
"eval_BB_NB_RUND_wer": 0.22418372548493548,
|
| 1238 |
+
"step": 48981
|
| 1239 |
+
},
|
| 1240 |
+
{
|
| 1241 |
+
"epoch": 29.0,
|
| 1242 |
+
"eval_rundkast_loss": 0.319437175989151,
|
| 1243 |
+
"eval_rundkast_runtime": 32.7825,
|
| 1244 |
+
"eval_rundkast_samples_per_second": 41.028,
|
| 1245 |
+
"eval_rundkast_steps_per_second": 1.312,
|
| 1246 |
+
"eval_rundkast_wer": 0.13084632516703787,
|
| 1247 |
+
"step": 48981
|
| 1248 |
+
},
|
| 1249 |
+
{
|
| 1250 |
+
"epoch": 29.0,
|
| 1251 |
+
"eval_nb_samtale_loss": 0.4711519181728363,
|
| 1252 |
+
"eval_nb_samtale_runtime": 36.3015,
|
| 1253 |
+
"eval_nb_samtale_samples_per_second": 14.683,
|
| 1254 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1255 |
+
"eval_nb_samtale_wer": 0.16609700520833334,
|
| 1256 |
+
"step": 48981
|
| 1257 |
+
},
|
| 1258 |
+
{
|
| 1259 |
+
"epoch": 30.0,
|
| 1260 |
+
"grad_norm": 6.403714179992676,
|
| 1261 |
+
"learning_rate": 2.5596427490160462e-05,
|
| 1262 |
+
"loss": 0.3645,
|
| 1263 |
+
"step": 50670
|
| 1264 |
+
},
|
| 1265 |
+
{
|
| 1266 |
+
"epoch": 30.0,
|
| 1267 |
+
"eval_bigbrother_loss": 1.183604121208191,
|
| 1268 |
+
"eval_bigbrother_runtime": 42.3075,
|
| 1269 |
+
"eval_bigbrother_samples_per_second": 32.382,
|
| 1270 |
+
"eval_bigbrother_steps_per_second": 1.016,
|
| 1271 |
+
"eval_bigbrother_wer": 0.37557399500523647,
|
| 1272 |
+
"step": 50670
|
| 1273 |
+
},
|
| 1274 |
+
{
|
| 1275 |
+
"epoch": 30.0,
|
| 1276 |
+
"eval_BB_NB_RUND_loss": 0.7078377604484558,
|
| 1277 |
+
"eval_BB_NB_RUND_runtime": 127.3976,
|
| 1278 |
+
"eval_BB_NB_RUND_samples_per_second": 25.495,
|
| 1279 |
+
"eval_BB_NB_RUND_steps_per_second": 0.801,
|
| 1280 |
+
"eval_BB_NB_RUND_wer": 0.22356665682934027,
|
| 1281 |
+
"step": 50670
|
| 1282 |
+
},
|
| 1283 |
+
{
|
| 1284 |
+
"epoch": 30.0,
|
| 1285 |
+
"eval_rundkast_loss": 0.3230808675289154,
|
| 1286 |
+
"eval_rundkast_runtime": 32.4456,
|
| 1287 |
+
"eval_rundkast_samples_per_second": 41.454,
|
| 1288 |
+
"eval_rundkast_steps_per_second": 1.325,
|
| 1289 |
+
"eval_rundkast_wer": 0.12861915367483295,
|
| 1290 |
+
"step": 50670
|
| 1291 |
+
},
|
| 1292 |
+
{
|
| 1293 |
+
"epoch": 30.0,
|
| 1294 |
+
"eval_nb_samtale_loss": 0.4557996094226837,
|
| 1295 |
+
"eval_nb_samtale_runtime": 36.3068,
|
| 1296 |
+
"eval_nb_samtale_samples_per_second": 14.68,
|
| 1297 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1298 |
+
"eval_nb_samtale_wer": 0.16642252604166666,
|
| 1299 |
+
"step": 50670
|
| 1300 |
+
},
|
| 1301 |
+
{
|
| 1302 |
+
"epoch": 31.0,
|
| 1303 |
+
"grad_norm": 3.91894268989563,
|
| 1304 |
+
"learning_rate": 2.3041174689676053e-05,
|
| 1305 |
+
"loss": 0.3609,
|
| 1306 |
+
"step": 52359
|
| 1307 |
+
},
|
| 1308 |
+
{
|
| 1309 |
+
"epoch": 31.0,
|
| 1310 |
+
"eval_bigbrother_loss": 1.2197799682617188,
|
| 1311 |
+
"eval_bigbrother_runtime": 41.1407,
|
| 1312 |
+
"eval_bigbrother_samples_per_second": 33.3,
|
| 1313 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 1314 |
+
"eval_bigbrother_wer": 0.37565455570772577,
|
| 1315 |
+
"step": 52359
|
| 1316 |
+
},
|
| 1317 |
+
{
|
| 1318 |
+
"epoch": 31.0,
|
| 1319 |
+
"eval_BB_NB_RUND_loss": 0.7260043025016785,
|
| 1320 |
+
"eval_BB_NB_RUND_runtime": 131.0819,
|
| 1321 |
+
"eval_BB_NB_RUND_samples_per_second": 24.778,
|
| 1322 |
+
"eval_BB_NB_RUND_steps_per_second": 0.778,
|
| 1323 |
+
"eval_BB_NB_RUND_wer": 0.22383494754916428,
|
| 1324 |
+
"step": 52359
|
| 1325 |
+
},
|
| 1326 |
+
{
|
| 1327 |
+
"epoch": 31.0,
|
| 1328 |
+
"eval_rundkast_loss": 0.32174140214920044,
|
| 1329 |
+
"eval_rundkast_runtime": 32.4715,
|
| 1330 |
+
"eval_rundkast_samples_per_second": 41.421,
|
| 1331 |
+
"eval_rundkast_steps_per_second": 1.324,
|
| 1332 |
+
"eval_rundkast_wer": 0.12885777919185493,
|
| 1333 |
+
"step": 52359
|
| 1334 |
+
},
|
| 1335 |
+
{
|
| 1336 |
+
"epoch": 31.0,
|
| 1337 |
+
"eval_nb_samtale_loss": 0.47712796926498413,
|
| 1338 |
+
"eval_nb_samtale_runtime": 36.1596,
|
| 1339 |
+
"eval_nb_samtale_samples_per_second": 14.74,
|
| 1340 |
+
"eval_nb_samtale_steps_per_second": 0.47,
|
| 1341 |
+
"eval_nb_samtale_wer": 0.166748046875,
|
| 1342 |
+
"step": 52359
|
| 1343 |
+
},
|
| 1344 |
+
{
|
| 1345 |
+
"epoch": 32.0,
|
| 1346 |
+
"grad_norm": 2.9196996688842773,
|
| 1347 |
+
"learning_rate": 2.0485921889191645e-05,
|
| 1348 |
+
"loss": 0.36,
|
| 1349 |
+
"step": 54048
|
| 1350 |
+
},
|
| 1351 |
+
{
|
| 1352 |
+
"epoch": 32.0,
|
| 1353 |
+
"eval_bigbrother_loss": 1.2731306552886963,
|
| 1354 |
+
"eval_bigbrother_runtime": 40.9963,
|
| 1355 |
+
"eval_bigbrother_samples_per_second": 33.418,
|
| 1356 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 1357 |
+
"eval_bigbrother_wer": 0.3735599774430033,
|
| 1358 |
+
"step": 54048
|
| 1359 |
+
},
|
| 1360 |
+
{
|
| 1361 |
+
"epoch": 32.0,
|
| 1362 |
+
"eval_BB_NB_RUND_loss": 0.7525675296783447,
|
| 1363 |
+
"eval_BB_NB_RUND_runtime": 128.3644,
|
| 1364 |
+
"eval_BB_NB_RUND_samples_per_second": 25.303,
|
| 1365 |
+
"eval_BB_NB_RUND_steps_per_second": 0.795,
|
| 1366 |
+
"eval_BB_NB_RUND_wer": 0.22262763930995627,
|
| 1367 |
+
"step": 54048
|
| 1368 |
+
},
|
| 1369 |
+
{
|
| 1370 |
+
"epoch": 32.0,
|
| 1371 |
+
"eval_rundkast_loss": 0.3295101523399353,
|
| 1372 |
+
"eval_rundkast_runtime": 33.7671,
|
| 1373 |
+
"eval_rundkast_samples_per_second": 39.832,
|
| 1374 |
+
"eval_rundkast_steps_per_second": 1.273,
|
| 1375 |
+
"eval_rundkast_wer": 0.12798281896277441,
|
| 1376 |
+
"step": 54048
|
| 1377 |
+
},
|
| 1378 |
+
{
|
| 1379 |
+
"epoch": 32.0,
|
| 1380 |
+
"eval_nb_samtale_loss": 0.48206984996795654,
|
| 1381 |
+
"eval_nb_samtale_runtime": 36.7176,
|
| 1382 |
+
"eval_nb_samtale_samples_per_second": 14.516,
|
| 1383 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 1384 |
+
"eval_nb_samtale_wer": 0.16691080729166666,
|
| 1385 |
+
"step": 54048
|
| 1386 |
+
},
|
| 1387 |
+
{
|
| 1388 |
+
"epoch": 33.0,
|
| 1389 |
+
"grad_norm": 7.844558238983154,
|
| 1390 |
+
"learning_rate": 1.7929155313351502e-05,
|
| 1391 |
+
"loss": 0.3497,
|
| 1392 |
+
"step": 55737
|
| 1393 |
+
},
|
| 1394 |
+
{
|
| 1395 |
+
"epoch": 33.0,
|
| 1396 |
+
"eval_bigbrother_loss": 1.2425702810287476,
|
| 1397 |
+
"eval_bigbrother_runtime": 40.5135,
|
| 1398 |
+
"eval_bigbrother_samples_per_second": 33.816,
|
| 1399 |
+
"eval_bigbrother_steps_per_second": 1.061,
|
| 1400 |
+
"eval_bigbrother_wer": 0.37219044550068475,
|
| 1401 |
+
"step": 55737
|
| 1402 |
+
},
|
| 1403 |
+
{
|
| 1404 |
+
"epoch": 33.0,
|
| 1405 |
+
"eval_BB_NB_RUND_loss": 0.7353043556213379,
|
| 1406 |
+
"eval_BB_NB_RUND_runtime": 130.7216,
|
| 1407 |
+
"eval_BB_NB_RUND_samples_per_second": 24.847,
|
| 1408 |
+
"eval_BB_NB_RUND_steps_per_second": 0.78,
|
| 1409 |
+
"eval_BB_NB_RUND_wer": 0.22085692055911785,
|
| 1410 |
+
"step": 55737
|
| 1411 |
+
},
|
| 1412 |
+
{
|
| 1413 |
+
"epoch": 33.0,
|
| 1414 |
+
"eval_rundkast_loss": 0.32282164692878723,
|
| 1415 |
+
"eval_rundkast_runtime": 32.5615,
|
| 1416 |
+
"eval_rundkast_samples_per_second": 41.306,
|
| 1417 |
+
"eval_rundkast_steps_per_second": 1.321,
|
| 1418 |
+
"eval_rundkast_wer": 0.12623289850461342,
|
| 1419 |
+
"step": 55737
|
| 1420 |
+
},
|
| 1421 |
+
{
|
| 1422 |
+
"epoch": 33.0,
|
| 1423 |
+
"eval_nb_samtale_loss": 0.47214123606681824,
|
| 1424 |
+
"eval_nb_samtale_runtime": 36.5675,
|
| 1425 |
+
"eval_nb_samtale_samples_per_second": 14.576,
|
| 1426 |
+
"eval_nb_samtale_steps_per_second": 0.465,
|
| 1427 |
+
"eval_nb_samtale_wer": 0.16357421875,
|
| 1428 |
+
"step": 55737
|
| 1429 |
+
},
|
| 1430 |
+
{
|
| 1431 |
+
"epoch": 34.0,
|
| 1432 |
+
"grad_norm": 7.324841022491455,
|
| 1433 |
+
"learning_rate": 1.537541628822283e-05,
|
| 1434 |
+
"loss": 0.352,
|
| 1435 |
+
"step": 57426
|
| 1436 |
+
},
|
| 1437 |
+
{
|
| 1438 |
+
"epoch": 34.0,
|
| 1439 |
+
"eval_bigbrother_loss": 1.306195616722107,
|
| 1440 |
+
"eval_bigbrother_runtime": 41.3854,
|
| 1441 |
+
"eval_bigbrother_samples_per_second": 33.103,
|
| 1442 |
+
"eval_bigbrother_steps_per_second": 1.039,
|
| 1443 |
+
"eval_bigbrother_wer": 0.3747683879803432,
|
| 1444 |
+
"step": 57426
|
| 1445 |
+
},
|
| 1446 |
+
{
|
| 1447 |
+
"epoch": 34.0,
|
| 1448 |
+
"eval_BB_NB_RUND_loss": 0.7695896029472351,
|
| 1449 |
+
"eval_BB_NB_RUND_runtime": 128.8264,
|
| 1450 |
+
"eval_BB_NB_RUND_samples_per_second": 25.212,
|
| 1451 |
+
"eval_BB_NB_RUND_steps_per_second": 0.792,
|
| 1452 |
+
"eval_BB_NB_RUND_wer": 0.22206422879832585,
|
| 1453 |
+
"step": 57426
|
| 1454 |
+
},
|
| 1455 |
+
{
|
| 1456 |
+
"epoch": 34.0,
|
| 1457 |
+
"eval_rundkast_loss": 0.33627748489379883,
|
| 1458 |
+
"eval_rundkast_runtime": 35.7,
|
| 1459 |
+
"eval_rundkast_samples_per_second": 37.675,
|
| 1460 |
+
"eval_rundkast_steps_per_second": 1.204,
|
| 1461 |
+
"eval_rundkast_wer": 0.1270283168946866,
|
| 1462 |
+
"step": 57426
|
| 1463 |
+
},
|
| 1464 |
+
{
|
| 1465 |
+
"epoch": 34.0,
|
| 1466 |
+
"eval_nb_samtale_loss": 0.48346221446990967,
|
| 1467 |
+
"eval_nb_samtale_runtime": 37.2815,
|
| 1468 |
+
"eval_nb_samtale_samples_per_second": 14.297,
|
| 1469 |
+
"eval_nb_samtale_steps_per_second": 0.456,
|
| 1470 |
+
"eval_nb_samtale_wer": 0.16487630208333334,
|
| 1471 |
+
"step": 57426
|
| 1472 |
+
},
|
| 1473 |
+
{
|
| 1474 |
+
"epoch": 35.0,
|
| 1475 |
+
"grad_norm": 8.772356986999512,
|
| 1476 |
+
"learning_rate": 1.2818649712382683e-05,
|
| 1477 |
+
"loss": 0.3475,
|
| 1478 |
+
"step": 59115
|
| 1479 |
+
},
|
| 1480 |
+
{
|
| 1481 |
+
"epoch": 35.0,
|
| 1482 |
+
"eval_bigbrother_loss": 1.2660571336746216,
|
| 1483 |
+
"eval_bigbrother_runtime": 41.6526,
|
| 1484 |
+
"eval_bigbrother_samples_per_second": 32.891,
|
| 1485 |
+
"eval_bigbrother_steps_per_second": 1.032,
|
| 1486 |
+
"eval_bigbrother_wer": 0.37662128413759766,
|
| 1487 |
+
"step": 59115
|
| 1488 |
+
},
|
| 1489 |
+
{
|
| 1490 |
+
"epoch": 35.0,
|
| 1491 |
+
"eval_BB_NB_RUND_loss": 0.7468720078468323,
|
| 1492 |
+
"eval_BB_NB_RUND_runtime": 168.5154,
|
| 1493 |
+
"eval_BB_NB_RUND_samples_per_second": 19.274,
|
| 1494 |
+
"eval_BB_NB_RUND_steps_per_second": 0.605,
|
| 1495 |
+
"eval_BB_NB_RUND_wer": 0.22329836610951628,
|
| 1496 |
+
"step": 59115
|
| 1497 |
+
},
|
| 1498 |
+
{
|
| 1499 |
+
"epoch": 35.0,
|
| 1500 |
+
"eval_rundkast_loss": 0.3307986259460449,
|
| 1501 |
+
"eval_rundkast_runtime": 32.7759,
|
| 1502 |
+
"eval_rundkast_samples_per_second": 41.036,
|
| 1503 |
+
"eval_rundkast_steps_per_second": 1.312,
|
| 1504 |
+
"eval_rundkast_wer": 0.12861915367483295,
|
| 1505 |
+
"step": 59115
|
| 1506 |
+
},
|
| 1507 |
+
{
|
| 1508 |
+
"epoch": 35.0,
|
| 1509 |
+
"eval_nb_samtale_loss": 0.4614698588848114,
|
| 1510 |
+
"eval_nb_samtale_runtime": 36.7886,
|
| 1511 |
+
"eval_nb_samtale_samples_per_second": 14.488,
|
| 1512 |
+
"eval_nb_samtale_steps_per_second": 0.462,
|
| 1513 |
+
"eval_nb_samtale_wer": 0.1650390625,
|
| 1514 |
+
"step": 59115
|
| 1515 |
+
},
|
| 1516 |
+
{
|
| 1517 |
+
"epoch": 36.0,
|
| 1518 |
+
"grad_norm": 2.949153184890747,
|
| 1519 |
+
"learning_rate": 1.0261883136542537e-05,
|
| 1520 |
+
"loss": 0.3436,
|
| 1521 |
+
"step": 60804
|
| 1522 |
+
},
|
| 1523 |
+
{
|
| 1524 |
+
"epoch": 36.0,
|
| 1525 |
+
"eval_bigbrother_loss": 1.2538405656814575,
|
| 1526 |
+
"eval_bigbrother_runtime": 41.1392,
|
| 1527 |
+
"eval_bigbrother_samples_per_second": 33.302,
|
| 1528 |
+
"eval_bigbrother_steps_per_second": 1.045,
|
| 1529 |
+
"eval_bigbrother_wer": 0.3738822202529606,
|
| 1530 |
+
"step": 60804
|
| 1531 |
+
},
|
| 1532 |
+
{
|
| 1533 |
+
"epoch": 36.0,
|
| 1534 |
+
"eval_BB_NB_RUND_loss": 0.7353929877281189,
|
| 1535 |
+
"eval_BB_NB_RUND_runtime": 128.0616,
|
| 1536 |
+
"eval_BB_NB_RUND_samples_per_second": 25.363,
|
| 1537 |
+
"eval_BB_NB_RUND_steps_per_second": 0.796,
|
| 1538 |
+
"eval_BB_NB_RUND_wer": 0.22300324631770987,
|
| 1539 |
+
"step": 60804
|
| 1540 |
+
},
|
| 1541 |
+
{
|
| 1542 |
+
"epoch": 36.0,
|
| 1543 |
+
"eval_rundkast_loss": 0.313808798789978,
|
| 1544 |
+
"eval_rundkast_runtime": 33.2884,
|
| 1545 |
+
"eval_rundkast_samples_per_second": 40.404,
|
| 1546 |
+
"eval_rundkast_steps_per_second": 1.292,
|
| 1547 |
+
"eval_rundkast_wer": 0.1297327394209354,
|
| 1548 |
+
"step": 60804
|
| 1549 |
+
},
|
| 1550 |
+
{
|
| 1551 |
+
"epoch": 36.0,
|
| 1552 |
+
"eval_nb_samtale_loss": 0.466793030500412,
|
| 1553 |
+
"eval_nb_samtale_runtime": 36.3748,
|
| 1554 |
+
"eval_nb_samtale_samples_per_second": 14.653,
|
| 1555 |
+
"eval_nb_samtale_steps_per_second": 0.467,
|
| 1556 |
+
"eval_nb_samtale_wer": 0.16455078125,
|
| 1557 |
+
"step": 60804
|
| 1558 |
+
},
|
| 1559 |
+
{
|
| 1560 |
+
"epoch": 37.0,
|
| 1561 |
+
"grad_norm": 8.754982948303223,
|
| 1562 |
+
"learning_rate": 7.70663033605813e-06,
|
| 1563 |
+
"loss": 0.3476,
|
| 1564 |
+
"step": 62493
|
| 1565 |
+
},
|
| 1566 |
+
{
|
| 1567 |
+
"epoch": 37.0,
|
| 1568 |
+
"eval_bigbrother_loss": 1.2831249237060547,
|
| 1569 |
+
"eval_bigbrother_runtime": 41.6433,
|
| 1570 |
+
"eval_bigbrother_samples_per_second": 32.898,
|
| 1571 |
+
"eval_bigbrother_steps_per_second": 1.033,
|
| 1572 |
+
"eval_bigbrother_wer": 0.37219044550068475,
|
| 1573 |
+
"step": 62493
|
| 1574 |
+
},
|
| 1575 |
+
{
|
| 1576 |
+
"epoch": 37.0,
|
| 1577 |
+
"eval_BB_NB_RUND_loss": 0.7575647234916687,
|
| 1578 |
+
"eval_BB_NB_RUND_runtime": 156.4835,
|
| 1579 |
+
"eval_BB_NB_RUND_samples_per_second": 20.756,
|
| 1580 |
+
"eval_BB_NB_RUND_steps_per_second": 0.652,
|
| 1581 |
+
"eval_BB_NB_RUND_wer": 0.22139350199876587,
|
| 1582 |
+
"step": 62493
|
| 1583 |
+
},
|
| 1584 |
+
{
|
| 1585 |
+
"epoch": 37.0,
|
| 1586 |
+
"eval_rundkast_loss": 0.33385977149009705,
|
| 1587 |
+
"eval_rundkast_runtime": 32.6665,
|
| 1588 |
+
"eval_rundkast_samples_per_second": 41.174,
|
| 1589 |
+
"eval_rundkast_steps_per_second": 1.316,
|
| 1590 |
+
"eval_rundkast_wer": 0.12726694241170855,
|
| 1591 |
+
"step": 62493
|
| 1592 |
+
},
|
| 1593 |
+
{
|
| 1594 |
+
"epoch": 37.0,
|
| 1595 |
+
"eval_nb_samtale_loss": 0.47487109899520874,
|
| 1596 |
+
"eval_nb_samtale_runtime": 36.6818,
|
| 1597 |
+
"eval_nb_samtale_samples_per_second": 14.53,
|
| 1598 |
+
"eval_nb_samtale_steps_per_second": 0.463,
|
| 1599 |
+
"eval_nb_samtale_wer": 0.16495768229166666,
|
| 1600 |
+
"step": 62493
|
| 1601 |
+
},
|
| 1602 |
+
{
|
| 1603 |
+
"epoch": 38.0,
|
| 1604 |
+
"grad_norm": 3.9857819080352783,
|
| 1605 |
+
"learning_rate": 5.151377535573721e-06,
|
| 1606 |
+
"loss": 0.3395,
|
| 1607 |
+
"step": 64182
|
| 1608 |
+
},
|
| 1609 |
+
{
|
| 1610 |
+
"epoch": 38.0,
|
| 1611 |
+
"eval_bigbrother_loss": 1.2619588375091553,
|
| 1612 |
+
"eval_bigbrother_runtime": 40.9934,
|
| 1613 |
+
"eval_bigbrother_samples_per_second": 33.42,
|
| 1614 |
+
"eval_bigbrother_steps_per_second": 1.049,
|
| 1615 |
+
"eval_bigbrother_wer": 0.3714653991782808,
|
| 1616 |
+
"step": 64182
|
| 1617 |
+
},
|
| 1618 |
+
{
|
| 1619 |
+
"epoch": 38.0,
|
| 1620 |
+
"eval_BB_NB_RUND_loss": 0.7496170997619629,
|
| 1621 |
+
"eval_BB_NB_RUND_runtime": 127.9601,
|
| 1622 |
+
"eval_BB_NB_RUND_samples_per_second": 25.383,
|
| 1623 |
+
"eval_BB_NB_RUND_steps_per_second": 0.797,
|
| 1624 |
+
"eval_BB_NB_RUND_wer": 0.22184959622246667,
|
| 1625 |
+
"step": 64182
|
| 1626 |
+
},
|
| 1627 |
+
{
|
| 1628 |
+
"epoch": 38.0,
|
| 1629 |
+
"eval_rundkast_loss": 0.3360491693019867,
|
| 1630 |
+
"eval_rundkast_runtime": 33.333,
|
| 1631 |
+
"eval_rundkast_samples_per_second": 40.35,
|
| 1632 |
+
"eval_rundkast_steps_per_second": 1.29,
|
| 1633 |
+
"eval_rundkast_wer": 0.12830098631880368,
|
| 1634 |
+
"step": 64182
|
| 1635 |
+
},
|
| 1636 |
+
{
|
| 1637 |
+
"epoch": 38.0,
|
| 1638 |
+
"eval_nb_samtale_loss": 0.47765567898750305,
|
| 1639 |
+
"eval_nb_samtale_runtime": 36.2738,
|
| 1640 |
+
"eval_nb_samtale_samples_per_second": 14.694,
|
| 1641 |
+
"eval_nb_samtale_steps_per_second": 0.469,
|
| 1642 |
+
"eval_nb_samtale_wer": 0.16569010416666666,
|
| 1643 |
+
"step": 64182
|
| 1644 |
+
},
|
| 1645 |
+
{
|
| 1646 |
+
"epoch": 39.0,
|
| 1647 |
+
"grad_norm": 3.834691286087036,
|
| 1648 |
+
"learning_rate": 2.5946109597335756e-06,
|
| 1649 |
+
"loss": 0.3415,
|
| 1650 |
+
"step": 65871
|
| 1651 |
+
},
|
| 1652 |
+
{
|
| 1653 |
+
"epoch": 39.0,
|
| 1654 |
+
"eval_bigbrother_loss": 1.2587852478027344,
|
| 1655 |
+
"eval_bigbrother_runtime": 42.0349,
|
| 1656 |
+
"eval_bigbrother_samples_per_second": 32.592,
|
| 1657 |
+
"eval_bigbrother_steps_per_second": 1.023,
|
| 1658 |
+
"eval_bigbrother_wer": 0.3704986707484089,
|
| 1659 |
+
"step": 65871
|
| 1660 |
+
},
|
| 1661 |
+
{
|
| 1662 |
+
"epoch": 39.0,
|
| 1663 |
+
"eval_BB_NB_RUND_loss": 0.747022271156311,
|
| 1664 |
+
"eval_BB_NB_RUND_runtime": 165.2337,
|
| 1665 |
+
"eval_BB_NB_RUND_samples_per_second": 19.657,
|
| 1666 |
+
"eval_BB_NB_RUND_steps_per_second": 0.617,
|
| 1667 |
+
"eval_BB_NB_RUND_wer": 0.22021302283154026,
|
| 1668 |
+
"step": 65871
|
| 1669 |
+
},
|
| 1670 |
+
{
|
| 1671 |
+
"epoch": 39.0,
|
| 1672 |
+
"eval_rundkast_loss": 0.3341328203678131,
|
| 1673 |
+
"eval_rundkast_runtime": 32.991,
|
| 1674 |
+
"eval_rundkast_samples_per_second": 40.769,
|
| 1675 |
+
"eval_rundkast_steps_per_second": 1.303,
|
| 1676 |
+
"eval_rundkast_wer": 0.1265510658606427,
|
| 1677 |
+
"step": 65871
|
| 1678 |
+
},
|
| 1679 |
+
{
|
| 1680 |
+
"epoch": 39.0,
|
| 1681 |
+
"eval_nb_samtale_loss": 0.47388482093811035,
|
| 1682 |
+
"eval_nb_samtale_runtime": 36.3132,
|
| 1683 |
+
"eval_nb_samtale_samples_per_second": 14.678,
|
| 1684 |
+
"eval_nb_samtale_steps_per_second": 0.468,
|
| 1685 |
+
"eval_nb_samtale_wer": 0.16389973958333334,
|
| 1686 |
+
"step": 65871
|
| 1687 |
+
},
|
| 1688 |
+
{
|
| 1689 |
+
"epoch": 40.0,
|
| 1690 |
+
"grad_norm": 44.58503723144531,
|
| 1691 |
+
"learning_rate": 3.7844383893430213e-08,
|
| 1692 |
+
"loss": 0.3428,
|
| 1693 |
+
"step": 67560
|
| 1694 |
+
},
|
| 1695 |
+
{
|
| 1696 |
+
"epoch": 40.0,
|
| 1697 |
+
"eval_bigbrother_loss": 1.2595266103744507,
|
| 1698 |
+
"eval_bigbrother_runtime": 40.7024,
|
| 1699 |
+
"eval_bigbrother_samples_per_second": 33.659,
|
| 1700 |
+
"eval_bigbrother_steps_per_second": 1.056,
|
| 1701 |
+
"eval_bigbrother_wer": 0.3710625956658342,
|
| 1702 |
+
"step": 67560
|
| 1703 |
+
},
|
| 1704 |
+
{
|
| 1705 |
+
"epoch": 40.0,
|
| 1706 |
+
"eval_BB_NB_RUND_loss": 0.7480508089065552,
|
| 1707 |
+
"eval_BB_NB_RUND_runtime": 127.9218,
|
| 1708 |
+
"eval_BB_NB_RUND_samples_per_second": 25.391,
|
| 1709 |
+
"eval_BB_NB_RUND_steps_per_second": 0.797,
|
| 1710 |
+
"eval_BB_NB_RUND_wer": 0.22099106591902987,
|
| 1711 |
+
"step": 67560
|
| 1712 |
+
},
|
| 1713 |
+
{
|
| 1714 |
+
"epoch": 40.0,
|
| 1715 |
+
"eval_rundkast_loss": 0.33537447452545166,
|
| 1716 |
+
"eval_rundkast_runtime": 33.3316,
|
| 1717 |
+
"eval_rundkast_samples_per_second": 40.352,
|
| 1718 |
+
"eval_rundkast_steps_per_second": 1.29,
|
| 1719 |
+
"eval_rundkast_wer": 0.12726694241170855,
|
| 1720 |
+
"step": 67560
|
| 1721 |
+
},
|
| 1722 |
+
{
|
| 1723 |
+
"epoch": 40.0,
|
| 1724 |
+
"eval_nb_samtale_loss": 0.4731021523475647,
|
| 1725 |
+
"eval_nb_samtale_runtime": 36.64,
|
| 1726 |
+
"eval_nb_samtale_samples_per_second": 14.547,
|
| 1727 |
+
"eval_nb_samtale_steps_per_second": 0.464,
|
| 1728 |
+
"eval_nb_samtale_wer": 0.16471354166666666,
|
| 1729 |
+
"step": 67560
|
| 1730 |
+
}
|
| 1731 |
+
],
|
| 1732 |
+
"logging_steps": 500,
|
| 1733 |
+
"max_steps": 67560,
|
| 1734 |
+
"num_input_tokens_seen": 0,
|
| 1735 |
+
"num_train_epochs": 40,
|
| 1736 |
+
"save_steps": 500,
|
| 1737 |
+
"total_flos": 3.75124860202745e+20,
|
| 1738 |
+
"train_batch_size": 48,
|
| 1739 |
+
"trial_name": null,
|
| 1740 |
+
"trial_params": null
|
| 1741 |
+
}
|
checkpoint-67560/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:350225cd13eaea5c53facdfd0bf5c84ee772638ee245537f79787ad7224840fa
|
| 3 |
+
size 4984
|
config.json
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "NbAiLab/nb-wav2vec2-300m-bokmaal",
|
| 3 |
+
"activation_dropout": 0.055,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.094,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.04,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.047,
|
| 58 |
+
"hidden_size": 1024,
|
| 59 |
+
"initializer_range": 0.02,
|
| 60 |
+
"intermediate_size": 4096,
|
| 61 |
+
"layer_norm_eps": 1e-05,
|
| 62 |
+
"layerdrop": 0.041,
|
| 63 |
+
"mask_channel_length": 10,
|
| 64 |
+
"mask_channel_min_space": 1,
|
| 65 |
+
"mask_channel_other": 0.0,
|
| 66 |
+
"mask_channel_prob": 0.0,
|
| 67 |
+
"mask_channel_selection": "static",
|
| 68 |
+
"mask_feature_length": 64,
|
| 69 |
+
"mask_feature_min_masks": 0,
|
| 70 |
+
"mask_feature_prob": 0.25,
|
| 71 |
+
"mask_time_length": 10,
|
| 72 |
+
"mask_time_min_masks": 2,
|
| 73 |
+
"mask_time_min_space": 1,
|
| 74 |
+
"mask_time_other": 0.0,
|
| 75 |
+
"mask_time_prob": 0.082,
|
| 76 |
+
"mask_time_selection": "static",
|
| 77 |
+
"model_type": "wav2vec2",
|
| 78 |
+
"num_adapter_layers": 3,
|
| 79 |
+
"num_attention_heads": 16,
|
| 80 |
+
"num_codevector_groups": 2,
|
| 81 |
+
"num_codevectors_per_group": 320,
|
| 82 |
+
"num_conv_pos_embedding_groups": 16,
|
| 83 |
+
"num_conv_pos_embeddings": 128,
|
| 84 |
+
"num_feat_extract_layers": 7,
|
| 85 |
+
"num_hidden_layers": 24,
|
| 86 |
+
"num_negatives": 100,
|
| 87 |
+
"output_hidden_size": 1024,
|
| 88 |
+
"pad_token_id": 31,
|
| 89 |
+
"proj_codevector_dim": 768,
|
| 90 |
+
"tdnn_dilation": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
1,
|
| 95 |
+
1
|
| 96 |
+
],
|
| 97 |
+
"tdnn_dim": [
|
| 98 |
+
512,
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
1500
|
| 103 |
+
],
|
| 104 |
+
"tdnn_kernel": [
|
| 105 |
+
5,
|
| 106 |
+
3,
|
| 107 |
+
3,
|
| 108 |
+
1,
|
| 109 |
+
1
|
| 110 |
+
],
|
| 111 |
+
"torch_dtype": "float32",
|
| 112 |
+
"transformers_version": "4.38.1",
|
| 113 |
+
"use_weighted_layer_sum": false,
|
| 114 |
+
"vocab_size": 34,
|
| 115 |
+
"xvector_output_dim": 512
|
| 116 |
+
}
|
language_model/5gram.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b41c24c63f2f0585bea83666369593f3b3e6d047f327a90f36ebca2c35ef0ff
|
| 3 |
+
size 4243671427
|
language_model/attrs.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"alpha": 0.5, "beta": 0.1, "unk_score_offset": -10.0, "score_boundary": true}
|
language_model/unigrams.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac3e71ca49838ca355df6fdcb8d89344a5a9bf9e1a76587cdf5df1367c19b9a9
|
| 3 |
+
size 16759269
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d6f2cb9759090ff3e4f9ed9a8800e2008d2c3ca13063af3457dea658c88a0b1a
|
| 3 |
+
size 1261946880
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2ProcessorWithLM",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
runs/May30_23-24-24_idun-04-09/events.out.tfevents.1717105991.idun-04-09.1310150.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4cae4692eb12ce2fbd667289bc0540c92aef553e30292144ef9422b9238307e6
|
| 3 |
+
size 75361
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"eos_token": "</s>",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"unk_token": "[UNK]"
|
| 6 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"30": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"31": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"32": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"33": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"do_lower_case": false,
|
| 39 |
+
"eos_token": "</s>",
|
| 40 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 41 |
+
"pad_token": "[PAD]",
|
| 42 |
+
"replace_word_delimiter_char": " ",
|
| 43 |
+
"target_lang": null,
|
| 44 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 45 |
+
"unk_token": "[UNK]",
|
| 46 |
+
"word_delimiter_token": "|"
|
| 47 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:350225cd13eaea5c53facdfd0bf5c84ee772638ee245537f79787ad7224840fa
|
| 3 |
+
size 4984
|
vocab.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"[PAD]": 31,
|
| 3 |
+
"[UNK]": 30,
|
| 4 |
+
"a": 1,
|
| 5 |
+
"b": 2,
|
| 6 |
+
"c": 3,
|
| 7 |
+
"d": 4,
|
| 8 |
+
"e": 5,
|
| 9 |
+
"f": 6,
|
| 10 |
+
"g": 7,
|
| 11 |
+
"h": 8,
|
| 12 |
+
"i": 9,
|
| 13 |
+
"j": 10,
|
| 14 |
+
"k": 11,
|
| 15 |
+
"l": 12,
|
| 16 |
+
"m": 13,
|
| 17 |
+
"n": 14,
|
| 18 |
+
"o": 15,
|
| 19 |
+
"p": 16,
|
| 20 |
+
"q": 17,
|
| 21 |
+
"r": 18,
|
| 22 |
+
"s": 19,
|
| 23 |
+
"t": 20,
|
| 24 |
+
"u": 21,
|
| 25 |
+
"v": 22,
|
| 26 |
+
"w": 23,
|
| 27 |
+
"x": 24,
|
| 28 |
+
"y": 25,
|
| 29 |
+
"z": 26,
|
| 30 |
+
"|": 0,
|
| 31 |
+
"å": 27,
|
| 32 |
+
"æ": 28,
|
| 33 |
+
"ø": 29
|
| 34 |
+
}
|