Training in progress, epoch 1

config.json

@@ -1,20 +1,21 @@
 {
-  "_name_or_path": "facebook/wav2vec2-base",
-  "activation_dropout": 0.0,
-  "adapter_attn_dim": null,
+  "_name_or_path": "JUNGWJ/w2v2c_ko_emotion",
+  "activation_dropout": 0.1,
   "adapter_kernel_size": 3,
   "adapter_stride": 2,
   "add_adapter": false,
   "apply_spec_augment": true,
   "architectures": [
-    "Wav2Vec2ForSequenceClassification"
+    "Wav2Vec2ConformerForSequenceClassification"
   ],
   "attention_dropout": 0.1,
   "bos_token_id": 1,
   "classifier_proj_size": 256,
   "codevector_dim": 256,
+  "conformer_conv_dropout": 0.1,
   "contrastive_logits_temperature": 0.1,
   "conv_bias": false,
+  "conv_depthwise_kernel_size": 31,
   "conv_dim": [
     512,
     512,
@@ -42,73 +43,44 @@
     2,
     2
   ],
-  "ctc_loss_reduction": "sum",
-  "ctc_zero_infinity": false,
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": true,
   "diversity_loss_weight": 0.1,
-  "do_stable_layer_norm": false,
+  "do_stable_layer_norm": true,
   "eos_token_id": 2,
   "feat_extract_activation": "gelu",
-  "feat_extract_norm": "group",
-  "feat_proj_dropout": 0.1,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
   "feat_quantizer_dropout": 0.0,
-  "final_dropout": 0.0,
-  "freeze_feat_extract_train": true,
+  "final_dropout": 0.1,
   "hidden_act": "gelu",
   "hidden_dropout": 0.1,
+  "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "abroad",
-    "1": "address",
-    "10": "high_value_payment",
-    "11": "joint_account",
-    "12": "latest_transactions",
-    "13": "pay_bill",
-    "2": "app_error",
-    "3": "atm_limit",
-    "4": "balance",
-    "5": "business_loan",
-    "6": "card_issues",
-    "7": "cash_deposit",
-    "8": "direct_debit",
-    "9": "freeze"
+    "0": "Happy",
+    "1": "Sad",
+    "2": "Angry",
+    "3": "Anxious"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "abroad": "0",
-    "address": "1",
-    "app_error": "2",
-    "atm_limit": "3",
-    "balance": "4",
-    "business_loan": "5",
-    "card_issues": "6",
-    "cash_deposit": "7",
-    "direct_debit": "8",
-    "freeze": "9",
-    "high_value_payment": "10",
-    "joint_account": "11",
-    "latest_transactions": "12",
-    "pay_bill": "13"
+    "Angry": "2",
+    "Anxious": "3",
+    "Happy": "0",
+    "Sad": "1"
   },
   "layer_norm_eps": 1e-05,
   "layerdrop": 0.0,
-  "mask_channel_length": 10,
-  "mask_channel_min_space": 1,
-  "mask_channel_other": 0.0,
-  "mask_channel_prob": 0.0,
-  "mask_channel_selection": "static",
-  "mask_feature_length": 10,
+  "mask_feature_length": 64,
   "mask_feature_min_masks": 0,
-  "mask_feature_prob": 0.0,
+  "mask_feature_prob": 0.05,
   "mask_time_length": 10,
   "mask_time_min_masks": 2,
-  "mask_time_min_space": 1,
-  "mask_time_other": 0.0,
   "mask_time_prob": 0.05,
-  "mask_time_selection": "static",
-  "model_type": "wav2vec2",
-  "no_mask_channel_overlap": false,
-  "no_mask_time_overlap": false,
+  "max_source_positions": 5000,
+  "model_type": "wav2vec2-conformer",
   "num_adapter_layers": 3,
   "num_attention_heads": 12,
   "num_codevector_groups": 2,
@@ -120,7 +92,9 @@
   "num_negatives": 100,
   "output_hidden_size": 768,
   "pad_token_id": 0,
+  "position_embeddings_type": "relative",
   "proj_codevector_dim": 256,
+  "rotary_embedding_base": 10000,
   "tdnn_dilation": [
     1,
     2,
@@ -145,6 +119,6 @@
   "torch_dtype": "float32",
   "transformers_version": "4.31.0.dev0",
   "use_weighted_layer_sum": false,
-  "vocab_size": 32,
+  "vocab_size": 111,
   "xvector_output_dim": 512
 }

preprocessor_config.json

@@ -4,6 +4,6 @@
   "feature_size": 1,
   "padding_side": "right",
   "padding_value": 0.0,
-  "return_attention_mask": false,
+  "return_attention_mask": true,
   "sampling_rate": 16000
 }

pytorch_model.bin

@@ -1,3 +1,3 @@
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+size 719982409

runs/Sep04_07-54-38_fa5e0f678915/events.out.tfevents.1693814125.fa5e0f678915.101168.0

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training_args.bin

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