dataset: name: fb15k-237 num_entities: 14541 num_relations: 237 test_size: 20466 train_size: 272115 valid_size: 17535 entity_ranking: chunk_size: 5000 metrics_per: relation_type: true eval: batch_size: 256 import: - rotate - reciprocal_relations_model job: device: cuda:0 lookup_embedder: dim: 256 initialize: xavier_normal_ initialize_args: normal_: mean: 0.0 std: 2.0846745139962994e-05 uniform_: a: -0.838215168722691 xavier_normal_: gain: 1.0 xavier_uniform_: gain: 1.0 model: reciprocal_relations_model negative_sampling: implementation: triple num_samples: o: 292 s: 25 reciprocal_relations_model: base_model: relation_embedder: dim: 128 type: rotate rotate: entity_embedder: dropout: -0.20997447613626719 regularize_weight: 1.0112561331264489e-06 l_norm: 2.0 relation_embedder: dropout: -0.17978530656546354 regularize_weight: 9.896801914862831e-18 train: auto_correct: true batch_size: 128 loss: bce loss_arg: 10.552413063123822 lr_scheduler: ReduceLROnPlateau lr_scheduler_args: factor: 0.95 mode: max patience: 6 threshold: 0.0001 max_epochs: 400 optimizer: default: args: lr: 0.22032075441824278 subbatch_auto_tune: true type: negative_sampling valid: early_stopping: patience: 10 threshold: epochs: 50 metric_value: 0.05