@staticmethod
def get_default_config() -> Dict[(Text, Any)]:
    "The component's default config (see parent class for full docstring)."
    return {HIDDEN_LAYERS_SIZES: {TEXT: [], LABEL: []}, SHARE_HIDDEN_LAYERS: False, TRANSFORMER_SIZE: DEFAULT_TRANSFORMER_SIZE, NUM_TRANSFORMER_LAYERS: 2, NUM_HEADS: 4, KEY_RELATIVE_ATTENTION: False, VALUE_RELATIVE_ATTENTION: False, MAX_RELATIVE_POSITION: 5, UNIDIRECTIONAL_ENCODER: False, BATCH_SIZES: [64, 256], BATCH_STRATEGY: BALANCED, EPOCHS: 300, RANDOM_SEED: None, LEARNING_RATE: 0.001, EMBEDDING_DIMENSION: 20, DENSE_DIMENSION: {TEXT: 128, LABEL: 20}, CONCAT_DIMENSION: {TEXT: 128, LABEL: 20}, NUM_NEG: 20, SIMILARITY_TYPE: AUTO, LOSS_TYPE: CROSS_ENTROPY, RANKING_LENGTH: LABEL_RANKING_LENGTH, MAX_POS_SIM: 0.8, MAX_NEG_SIM: (- 0.4), USE_MAX_NEG_SIM: True, SCALE_LOSS: False, REGULARIZATION_CONSTANT: 0.002, NEGATIVE_MARGIN_SCALE: 0.8, DROP_RATE: 0.2, DROP_RATE_ATTENTION: 0, CONNECTION_DENSITY: 0.2, SPARSE_INPUT_DROPOUT: True, DENSE_INPUT_DROPOUT: True, EVAL_NUM_EPOCHS: 20, EVAL_NUM_EXAMPLES: 0, INTENT_CLASSIFICATION: True, ENTITY_RECOGNITION: True, MASKED_LM: False, BILOU_FLAG: True, TENSORBOARD_LOG_DIR: None, TENSORBOARD_LOG_LEVEL: 'epoch', CHECKPOINT_MODEL: False, FEATURIZERS: [], SPLIT_ENTITIES_BY_COMMA: True, CONSTRAIN_SIMILARITIES: False, MODEL_CONFIDENCE: SOFTMAX, RENORMALIZE_CONFIDENCES: False}
The component's default config (see parent class for full docstring).
@staticmethod
def get_default_config() -> Dict[(Text, Any)]:
    
    return {HIDDEN_LAYERS_SIZES: {TEXT: [], LABEL: []}, SHARE_HIDDEN_LAYERS: False, TRANSFORMER_SIZE: DEFAULT_TRANSFORMER_SIZE, NUM_TRANSFORMER_LAYERS: 2, NUM_HEADS: 4, KEY_RELATIVE_ATTENTION: False, VALUE_RELATIVE_ATTENTION: False, MAX_RELATIVE_POSITION: 5, UNIDIRECTIONAL_ENCODER: False, BATCH_SIZES: [64, 256], BATCH_STRATEGY: BALANCED, EPOCHS: 300, RANDOM_SEED: None, LEARNING_RATE: 0.001, EMBEDDING_DIMENSION: 20, DENSE_DIMENSION: {TEXT: 128, LABEL: 20}, CONCAT_DIMENSION: {TEXT: 128, LABEL: 20}, NUM_NEG: 20, SIMILARITY_TYPE: AUTO, LOSS_TYPE: CROSS_ENTROPY, RANKING_LENGTH: LABEL_RANKING_LENGTH, MAX_POS_SIM: 0.8, MAX_NEG_SIM: (- 0.4), USE_MAX_NEG_SIM: True, SCALE_LOSS: False, REGULARIZATION_CONSTANT: 0.002, NEGATIVE_MARGIN_SCALE: 0.8, DROP_RATE: 0.2, DROP_RATE_ATTENTION: 0, CONNECTION_DENSITY: 0.2, SPARSE_INPUT_DROPOUT: True, DENSE_INPUT_DROPOUT: True, EVAL_NUM_EPOCHS: 20, EVAL_NUM_EXAMPLES: 0, INTENT_CLASSIFICATION: True, ENTITY_RECOGNITION: True, MASKED_LM: False, BILOU_FLAG: True, TENSORBOARD_LOG_DIR: None, TENSORBOARD_LOG_LEVEL: 'epoch', CHECKPOINT_MODEL: False, FEATURIZERS: [], SPLIT_ENTITIES_BY_COMMA: True, CONSTRAIN_SIMILARITIES: False, MODEL_CONFIDENCE: SOFTMAX, RENORMALIZE_CONFIDENCES: False}