dataset: name: wn18 num_entities: 40943 num_relations: 18 test_size: 5000 train_size: 141442 valid_size: 5000 entity_ranking: metrics_per: relation_type: true eval: batch_size: 256 import: - reciprocal_relations_model - transe lookup_embedder: dim: 128 initialize: uniform_ initialize_args: normal_: mean: 0.0 std: 0.10729855034497567 uniform_: a: -0.38962866740215174 xavier_normal_: gain: 1.0 xavier_uniform_: gain: 1.0 regularize: '' model: reciprocal_relations_model negative_sampling: num_samples: o: 2 s: 1000 reciprocal_relations_model: base_model: type: transe train: auto_correct: true batch_size: 256 loss: bce loss_arg: 14.250112183 lr_scheduler: ReduceLROnPlateau lr_scheduler_args: factor: 0.95 mode: max patience: 9 threshold: 0.0001 max_epochs: 400 optimizer: Adam optimizer_args: lr: 0.0027175088993333166 type: negative_sampling transe: entity_embedder: dropout: -0.422975653353568 normalize: p: -1.0 regularize_weight: 1.6636151211900268e-20 l_norm: 2.0 relation_embedder: dropout: -0.11585208066935981 normalize: p: -1.0 regularize_weight: 0.00020809861953333656 valid: early_stopping: min_threshold: epochs: 50 metric_value: 0.05 patience: 10