JointCNNRepresentation.ConfigΒΆ

Component: JointCNNRepresentation

class JointCNNRepresentation.Config[source]

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
doc_representation: DocNNRepresentation.Config = DocNNRepresentation.Config()
word_representation: BSeqCNNRepresentation.Config = BSeqCNNRepresentation.Config()

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "doc_representation": {
        "load_path": null,
        "save_path": null,
        "freeze": false,
        "shared_module_key": null,
        "dropout": 0.4,
        "cnn": {
            "kernel_num": 100,
            "kernel_sizes": [
                3,
                4
            ]
        }
    },
    "word_representation": {
        "load_path": null,
        "save_path": null,
        "freeze": false,
        "shared_module_key": null,
        "fwd_bwd_context_len": 5,
        "surrounding_context_len": 2
    }
}