dataset: name: fb15k num_entities: 14951 num_relations: 1345 entity_ranking: metrics_per: relation_type: true eval: batch_size: 256 import: - reciprocal_relations_model - rescal job: device: cuda:3 lookup_embedder: dim: 256 initialize_args: normal_: mean: 0.0 std: 7.938452614976156e-05 uniform_: a: -0.9429330404456147 xavier_normal_: gain: 1.0 xavier_uniform_: gain: 1.0 regularize_args: weighted: true model: rescal negative_sampling: implementation: batch reciprocal_relations_model: base_model: type: rescal rescal: entity_embedder: dropout: 0.2974709952250123 regularize_weight: 2.3223879460073926e-06 relation_embedder: dim: 65536 dropout: 0.21096340008080006 regularize_weight: 0.0024219821096383987 train: auto_correct: true batch_size: 512 loss_arg: .nan lr_scheduler: ReduceLROnPlateau lr_scheduler_args: factor: 0.95 mode: max patience: 7 threshold: 0.0001 max_epochs: 400 optimizer_args: lr: 0.07879169076121043 subbatch_auto_tune: true type: 1vsAll valid: early_stopping: min_threshold: epochs: 50 metric_value: 0.05 patience: 10