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: Union[BSeqCNNRepresentation.Config, DeepCNNRepresentation.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
],
"weight_norm": false,
"dilated": false,
"causal": false
},
"pooling": "max"
},
"word_representation": {
"BSeqCNNRepresentation": {
"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
},
"fwd_bwd_context_len": 5,
"surrounding_context_len": 2
}
}
}