DocNNRepresentation.Config

Component: DocNNRepresentation

class DocNNRepresentation.Config

Bases: RepresentationBase.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

dropout: float = 0.4

cnn: CNNParams = CNNParams()

pooling: PoolingType = <PoolingType.MAX: 'max'>

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "dropout": 0.4,
    "cnn": {
        "kernel_num": 100,
        "kernel_sizes": [
            3,
            4
        ],
        "weight_norm": false,
        "dilated": false,
        "causal": false
    },
    "pooling": "max"
}