best_imdb_optuna.json

{
    "data_loader": {
        "batch_size": 64,
        "shuffle": true
    },
    "dataset_reader": {
        "lazy": false,
        "token_indexers": {
            "tokens": {
                "lowercase_tokens": true,
                "type": "single_id"
            }
        },
        "tokenizer": {
            "type": "spacy"
        },
        "type": "text_classification_json"
    },
    "datasets_for_vocab_creation": [
        "train"
    ],
    "model": {
        "dropout": 0.1460753126702918,
        "seq2vec_encoder": {
            "embedding_dim": 229,
            "ngram_filter_sizes": [
                2,
                3,
                4,
                5,
                6
            ],
            "num_filters": 154,
            "output_dim": 81,
            "type": "cnn"
        },
        "text_field_embedder": {
            "token_embedders": {
                "tokens": {
                    "embedding_dim": 229
                }
            }
        },
        "type": "basic_classifier"
    },
    "numpy_seed": 42,
    "pytorch_seed": 42,
    "random_seed": 42,
    "train_data_path": "https://s3-us-west-2.amazonaws.com/allennlp/datasets/imdb/train.jsonl",
    "trainer": {
        "cuda_device": 0,
        "num_epochs": 15,
        "optimizer": {
            "lr": 0.33856945180337067,
            "type": "sgd"
        },
        "validation_metric": "+accuracy"
    },
    "validation_data_path": "https://s3-us-west-2.amazonaws.com/allennlp/datasets/imdb/dev.jsonl"
}