CharacterEmbedding.Config

Component: CharacterEmbedding

class CharacterEmbedding.Config

Bases: Module.Config

All Attributes (including base classes)

load_path: Optional[str] = None

save_path: Optional[str] = None

freeze: bool = False

shared_module_key: Optional[str] = None

embed_dim: int = 100

sparse: bool = False

cnn: CNNParams = CNNParams()

highway_layers: int = 0

projection_dim: Optional[int] = None

export_input_names: list[str] = ['char_vals']

vocab_from_train_data: bool = True

max_word_length: int = 20

min_freq: int = 1

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "embed_dim": 100,
    "sparse": false,
    "cnn": {
        "kernel_num": 100,
        "kernel_sizes": [
            3,
            4
        ],
        "weight_norm": false,
        "dilated": false,
        "causal": false
    },
    "highway_layers": 0,
    "projection_dim": null,
    "export_input_names": [
        "char_vals"
    ],
    "vocab_from_train_data": true,
    "max_word_length": 20,
    "min_freq": 1
}