experiment.json

{
  "dataset_reader": {
    "type": "quarel",
    "lazy": false,
    "replace_world_entities": true,
    "gold_world_extractions": true,
    "align_world_extractions": true,
    "entity_types": ["world"],
    "tagger_only": true,
    "lf_syntax": "quarel_v1",
    "question_token_indexers": {
      "tokens": {
        "type": "single_id",
        "lowercase_tokens": true
      }
    }
  },
  "vocabulary": {
    "non_padded_namespaces": ["actions"]
  },
  "train_data_path": "allennlp/tests/fixtures/data/quarel.jsonl",
  "validation_data_path": "allennlp/tests/fixtures/data/quarel.jsonl",
  "model": {
    "type": "crf_tagger",
    "label_encoding": "BIO",
    "dropout": 0.2,
    "include_start_end_transitions": false,
    "text_field_embedder": {
      "token_embedders": {
        "tokens": {
          "type": "embedding",
          "embedding_dim": 25,
          "trainable": false
        }
      }
    },
    "encoder": {
      "type": "lstm",
      "input_size": 25,
      "hidden_size": 20,
      "bidirectional": true,
      "num_layers": 1
    }
  },
  "iterator": {
    "type": "basic",
    "batch_size": 2
  },
  "trainer": {
    "optimizer": {
      "type": "adam"
    },
    "validation_metric": "+f1-measure-overall",
    "num_epochs": 1,
    "grad_norm": 5.0,
    "patience": 25,
    "cuda_device": -1
  }
}