allen_conf_test_prep.json

{
  "dataset_reader": {
    "type": "mention_categories",
    "category_mapping_file": "./data/test_category_mapping.json",
    "tokenizer": {
      "type": "word",
      "word_splitter": {
        "type": "fast-splitter"
      }
    },
    "token_indexers": {
      "tokens": {
        "type": "fasttext-id",
        "model_path": "./data/fasttext_embedding.model",
        "model_params_path": "./data/fasttext_embedding.model.params"
      }
    }
  },
  "train_data_path": "./data/train_data_aa.tsv",
  "validation_data_path": "data/train_data_aa.tsv",
  "evaluate_on_test": true,
  "model": {
    "type": "fake_category_predictor"
  },
  "iterator": {
    "type": "numpy-multiprocessing",
    "num_workers": 1,
    "base_iterator": {
      "type": "basic",
      "batch_size": 32
    }
  },
  "trainer": {
    "optimizer": {
      "type": "adam",
      "lr": 0.01
    },
    "should_log_learning_rate": true,
    "num_epochs": 5,
    "learning_rate_scheduler": {
      "type": "reduce_on_plateau",
      "factor": 0.5,
      "patience": 5,
      "verbose": true
    }
  },
  "vocabulary": {
    "directory_path": "./data/vocab2/"
  }
}