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DLF
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{
  "datasetCommonParams": {
    "dataset_root_dir": "../dataset",
    "mosi": {
      "aligned": {
        "featurePath": "MOSI/Processed/aligned_50.pkl",
        "feature_dims": [768, 5, 20],
        "train_samples": 1284,
        "num_classes": 3,
        "language": "en",
        "KeyEval": "Loss"
      },
      "unaligned": {
        "featurePath": "MOSI/Processed/unaligned_50.pkl",
        "feature_dims": [768, 5, 20],
        "train_samples": 1284,
        "num_classes": 3,
        "language": "en",
        "KeyEval": "Loss"
      }
    },
    "mosei": {
      "aligned": {
        "featurePath": "MOSEI/Processed/aligned_50.pkl",
        "feature_dims": [768, 74, 35],
        "train_samples": 16326,
        "num_classes": 3,
        "language": "en",
        "KeyEval": "Loss"
      },
      "unaligned": {
        "featurePath": "MOSEI/Processed/unaligned_50.pkl",
        "feature_dims": [768, 74, 35],
        "train_samples": 16326,
        "num_classes": 3,
        "language": "en",
        "KeyEval": "Loss"
      }
    }
  },
  "DLF": {
    "commonParams": {
      "need_data_aligned": true,
      "need_model_aligned": true,
      "early_stop": 10,
      "use_bert": true,
      "use_finetune": true,
      "attn_mask": true,
      "update_epochs": 10
    },
    "datasetParams": {
      "mosi": {
        "attn_dropout_a": 0.2,
        "attn_dropout_v": 0.0,
        "relu_dropout": 0.0,
        "embed_dropout": 0.2,
        "res_dropout": 0.0,
        "dst_feature_dim_nheads": [50, 10],
        "batch_size": 16,
        "learning_rate": 0.0001,
        "nlevels": 2,                
        "conv1d_kernel_size_l": 5,
        "conv1d_kernel_size_a": 5,
        "conv1d_kernel_size_v": 5,
        "text_dropout": 0.5,
        "attn_dropout": 0.3,
        "output_dropout": 0.5,
        "grad_clip": 0.6,
        "patience": 5,
        "weight_decay": 0.005,
        "transformers": "bert",
        "pretrained": "bert-base-uncased"
      },
      "mosei": {
        "attn_dropout_a": 0.0,
        "attn_dropout_v": 0.0,
        "relu_dropout": 0.0,
        "embed_dropout": 0.0,
        "res_dropout": 0.0,
        "dst_feature_dim_nheads": [50, 10],
        "batch_size": 16,
        "learning_rate": 0.0001,
        "nlevels": 2,
        "conv1d_kernel_size_l": 3,
        "conv1d_kernel_size_a": 3,
        "conv1d_kernel_size_v": 3,
        "text_dropout": 0.1,
        "attn_dropout": 0.5,
        "output_dropout": 0.5,
        "grad_clip": 0.6,
        "patience": 5,
        "weight_decay": 0.001,
        "transformers": "bert",
        "pretrained": "bert-base-uncased"
      }
    }
  }
  }