DeepCNNRepresentation.Config

Component: DeepCNNRepresentation

class DeepCNNRepresentation.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

cnn: CNNParams = CNNParams()

dropout: float = 0.3

activation: Activation = <Activation.GLU: 'glu'>

separable: bool = False

bottleneck: int = 0

pooling_type: PoolingType = <PoolingType.NONE: 'none'>

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "cnn": {
        "kernel_num": 100,
        "kernel_sizes": [
            3,
            4
        ],
        "weight_norm": false,
        "dilated": false,
        "causal": false
    },
    "dropout": 0.3,
    "activation": "glu",
    "separable": false,
    "bottleneck": 0,
    "pooling_type": "none"
}