mi-prometheus/configs/text2text/babi.yaml at 0c052d404ea0f7b996b24dac78c26359f6ba0d1c · IBM/mi-prometheus · GitHub

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training:
    problem:
        name: &name BABI
        batch_size: &b 1
        data_type: train
        embedding_type: glove.6B.100d
        embedding_size: 50
        use_mask : false
        joint_all: true
        one_hot_embedding: true
        tasks: [1, 2, 3]
        ten_thousand_examples: true
        truncation_length: 50
        directory : ./


    gradient_clipping: 20

    seed_numpy: 847055145
    seed_torch: 697881609

    optimizer:
        name: RMSprop
        lr: 0.0001

    # settings parameters
    terminal_conditions:
      loss_stop: 1.0e-2
      epoch_limit: 100

validation:
      problem:
          name: *name
          batch_size: *b
          data_type: valid
          embedding_type: glove.6B.100d
          joint_all: true
          one_hot_embedding: true
          tasks: [1, 2, 3]
          ten_thousand_examples: true
          truncation_length : 50

testing:
    problem:
        name: *name
        batch_size: *b
        data_type: test
        embedding_type: glove.6B.100d
        joint_all: true
        one_hot_embedding: true
        tasks: [1, 2, 3]
        ten_thousand_examples: true
        truncation_length : 50

model:
    name: LSTM
    # Hidden state.
    hidden_state_size: 256
    num_layers: 1