{ "max_length": 512, "bert_vocab": "bert-base-uncased", "bert_dir": "bert-base-uncased", "use_evidence_sentence_identifier": 1, "use_evidence_token_identifier": 0, "evidence_identifier": { "batch_size": 16, "epochs": 10, "patience": 10, "warmup_steps": 50, "lr": 1e-05, "max_grad_norm": 1, "sampling_method": "random", "sampling_ratio": 1, "use_half_precision": 0 }, "evidence_classifier": { "classes": [ "NEG", "POS" ], "batch_size": 10, "warmup_steps": 50, "epochs": 10, "patience": 10, "lr": 1e-05, "max_grad_norm": 1, "sampling_method": "everything", "use_half_precision": 0 } }