text: """
  
  Model Configurations
  
  """
  
  
  TASK3_A = {
      "name": "TASK3_A",
      "token_type": "word",
      "batch_train": 64,
      "batch_eval": 64,
      "epochs": 50,
      "embeddings_file": "ntua_twitter_affect_310",
      "embed_dim": 310,
      "embed_finetune": False,
      "embed_noise": 0.05,
      "embed_dropout": 0.1,
      "encoder_dropout": 0.2,
      "encoder_size": 150,
      "encoder_layers": 2,
      "encoder_bidirectional": True,
      "attention": True,
      "attention_layers": 1,
      "attention_context": False,
      "attention_activation": "tanh",
      "attention_dropout": 0.0,
      "base": 0.7,
      "patience": 10,
      "weight_decay": 0.0,
      "clip_norm": 1,
  }
  
  TASK3_B = {
      "name": "TASK3_B",
      "token_type": "word",
      "batch_train": 32,
      "batch_eval": 32,
      "epochs": 50,
      "embeddings_file": "ntua_twitter_affect_310",
      "embed_dim": 310,
      "embed_finetune": False,
      "embed_noise": 0.2,
      "embed_dropout": 0.1,
      "encoder_dropout": 0.2,
      "encoder_size": 150,
      "encoder_layers": 2,
      "encoder_bidirectional": True,
      "attention": True,
      "attention_layers": 1,
      "attention_context": False,
      "attention_activation": "tanh",
      "attention_dropout": 0.0,
      "base": 0.3,
      "patience": 10,
      "weight_decay": 0.0,
      "clip_norm": 1,
  }