Training in progress, epoch 1, checkpoint
Browse files- checkpoint-1469/config.json +130 -0
- checkpoint-1469/model.safetensors +3 -0
- checkpoint-1469/optimizer.pt +3 -0
- checkpoint-1469/preprocessor_config.json +10 -0
- checkpoint-1469/rng_state.pth +3 -0
- checkpoint-1469/scheduler.pt +3 -0
- checkpoint-1469/trainer_state.json +2093 -0
- checkpoint-1469/training_args.bin +3 -0
checkpoint-1469/config.json
ADDED
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@@ -0,0 +1,130 @@
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| 1 |
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{
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| 2 |
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"_name_or_path": "nguyenvulebinh/wav2vec2-base-vi",
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| 3 |
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"activation_dropout": 0.1,
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| 4 |
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"adapter_attn_dim": null,
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| 5 |
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"adapter_kernel_size": 3,
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| 6 |
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"adapter_stride": 2,
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| 7 |
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"add_adapter": false,
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| 8 |
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"apply_spec_augment": true,
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| 9 |
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"architectures": [
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| 10 |
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"Wav2Vec2ForViSpeechClassification"
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| 11 |
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],
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| 12 |
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"attention_dropout": 0.1,
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| 13 |
+
"bos_token_id": 1,
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| 14 |
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"classifier_proj_size": 256,
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| 15 |
+
"codevector_dim": 256,
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| 16 |
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"contrastive_logits_temperature": 0.1,
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| 17 |
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"conv_bias": false,
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| 18 |
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"conv_dim": [
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| 19 |
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512,
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| 20 |
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512,
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| 21 |
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512,
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| 22 |
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512,
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| 23 |
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512,
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| 24 |
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512,
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| 25 |
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512
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| 26 |
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],
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| 27 |
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"conv_kernel": [
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| 28 |
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10,
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| 29 |
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3,
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| 30 |
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3,
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| 31 |
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3,
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3,
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| 33 |
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2,
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| 34 |
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2
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],
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| 36 |
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"conv_stride": [
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| 37 |
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5,
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| 38 |
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2,
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| 39 |
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2,
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2,
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| 41 |
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2,
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| 42 |
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2,
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| 43 |
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2
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| 44 |
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],
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| 45 |
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"ctc_loss_reduction": "sum",
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| 46 |
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"ctc_zero_infinity": false,
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| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": false,
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| 49 |
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"eos_token_id": 2,
|
| 50 |
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"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
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| 52 |
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"feat_extract_norm": "group",
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| 53 |
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"feat_proj_dropout": 0.1,
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| 54 |
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"feat_quantizer_dropout": 0.0,
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| 55 |
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"final_dropout": 0.1,
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| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
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| 58 |
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"hidden_dropout": 0.1,
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| 59 |
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"hidden_dropout_prob": 0.1,
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| 60 |
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"hidden_size": 768,
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| 61 |
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"id2label": {
|
| 62 |
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"0": "male, northern dialect",
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| 63 |
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"1": "male, central dialect",
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| 64 |
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"2": "male, highland central dialect",
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| 65 |
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"3": "male, southern dialect",
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| 66 |
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"4": "female, northern dialect",
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| 67 |
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"5": "female, central dialect",
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| 68 |
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"6": "female, highland central dialect",
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| 69 |
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"7": "female, southern dialect"
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| 70 |
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},
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| 71 |
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"initializer_range": 0.02,
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| 72 |
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"intermediate_size": 3072,
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| 73 |
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"label2id": {
|
| 74 |
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"female, central dialect": "5",
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| 75 |
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"female, highland central dialect": "6",
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| 76 |
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"female, northern dialect": "4",
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| 77 |
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"female, southern dialect": "7",
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| 78 |
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"male, central dialect": "1",
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| 79 |
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"male, highland central dialect": "2",
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| 80 |
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"male, northern dialect": "0",
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| 81 |
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"male, southern dialect": "3"
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| 82 |
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},
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| 83 |
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"layer_norm_eps": 1e-05,
|
| 84 |
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"layerdrop": 0.1,
|
| 85 |
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"mask_feature_length": 10,
|
| 86 |
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"mask_feature_min_masks": 0,
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| 87 |
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"mask_feature_prob": 0.0,
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| 88 |
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"mask_time_length": 10,
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| 89 |
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"mask_time_min_masks": 2,
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| 90 |
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"mask_time_prob": 0.05,
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| 91 |
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"model_type": "wav2vec2",
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| 92 |
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"num_adapter_layers": 3,
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| 93 |
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"num_attention_heads": 12,
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| 94 |
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"num_codevector_groups": 2,
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| 95 |
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"num_codevectors_per_group": 320,
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| 96 |
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"num_conv_pos_embedding_groups": 16,
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| 97 |
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"num_conv_pos_embeddings": 128,
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| 98 |
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"num_feat_extract_layers": 7,
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| 99 |
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"num_hidden_layers": 12,
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| 100 |
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"num_negatives": 100,
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| 101 |
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"output_hidden_size": 768,
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| 102 |
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"pad_token_id": 0,
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| 103 |
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"proj_codevector_dim": 256,
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| 104 |
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"tdnn_dilation": [
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| 105 |
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1,
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| 106 |
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2,
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| 107 |
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3,
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| 108 |
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1,
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| 109 |
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1
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| 110 |
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],
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| 111 |
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"tdnn_dim": [
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| 112 |
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512,
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| 113 |
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512,
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| 114 |
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512,
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| 115 |
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512,
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| 116 |
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1500
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| 117 |
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],
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| 118 |
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"tdnn_kernel": [
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| 119 |
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5,
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| 120 |
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3,
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| 121 |
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3,
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| 122 |
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1,
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| 123 |
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1
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| 124 |
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],
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| 125 |
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"torch_dtype": "float32",
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| 126 |
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"transformers_version": "4.41.2",
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| 127 |
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"use_weighted_layer_sum": false,
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| 128 |
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"vocab_size": 96,
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| 129 |
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"xvector_output_dim": 512
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| 130 |
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}
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checkpoint-1469/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f12518914db208eb0fa67d8b3f3bc565d74ff47083b531938fb45bd93ca602f4
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size 383295784
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checkpoint-1469/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:e6660416e83429f88036d2d5914f45abb3507193682f710c7ecb1dadbe68c24f
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| 3 |
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size 766721978
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checkpoint-1469/preprocessor_config.json
ADDED
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@@ -0,0 +1,10 @@
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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| 4 |
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"feature_size": 1,
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| 5 |
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"padding_side": "right",
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| 6 |
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"padding_value": 0.0,
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| 7 |
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"processor_class": "Wav2Vec2Processor",
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| 8 |
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"return_attention_mask": true,
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| 9 |
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"sampling_rate": 16000
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}
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checkpoint-1469/rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:0010765d66e916451d0f16d8f2cdbfbd6b43516067ce0774509396912b7f2537
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| 3 |
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size 14308
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checkpoint-1469/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ef4fa560719a01baca9eca194d34a7b2139f5ef01e109597817fb857c4519d55
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| 3 |
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size 1064
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checkpoint-1469/trainer_state.json
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@@ -0,0 +1,2093 @@
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|
| 1 |
+
{
|
| 2 |
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"best_metric": 0.1981891348088531,
|
| 3 |
+
"best_model_checkpoint": "wav2vec2-base-vi-vispeech-classifier-v1/checkpoint-1469",
|
| 4 |
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"epoch": 1.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 1469,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 0.0034036759700476512,
|
| 13 |
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"grad_norm": 24747.943359375,
|
| 14 |
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"learning_rate": 1.7018379850238258e-08,
|
| 15 |
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"loss": 2.0794,
|
| 16 |
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"step": 5
|
| 17 |
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},
|
| 18 |
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{
|
| 19 |
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"epoch": 0.0068073519400953025,
|
| 20 |
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"grad_norm": 40961.8125,
|
| 21 |
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"learning_rate": 3.4036759700476516e-08,
|
| 22 |
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"loss": 2.0796,
|
| 23 |
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"step": 10
|
| 24 |
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},
|
| 25 |
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{
|
| 26 |
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"epoch": 0.010211027910142955,
|
| 27 |
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"grad_norm": 36985.2734375,
|
| 28 |
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"learning_rate": 5.105513955071478e-08,
|
| 29 |
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"loss": 2.0793,
|
| 30 |
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"step": 15
|
| 31 |
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},
|
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