RNNDecoder.Config

Component: RNNDecoder

class RNNDecoder.Config

Bases: RNNDecoderBase.Config

All Attributes (including base classes)

encoder_hidden_dim: int = 512

embed_dim: int = 512

hidden_dim: int = 512

out_embed_dim: int = 512

cell_type: str = 'lstm'

num_layers: int = 1

dropout_in: float = 0.1

dropout_out: float = 0.1

attention_type: str = 'dot'

attention_heads: int = 8

first_layer_attention: bool = False

averaging_encoder: bool = False

Default JSON

{
    "encoder_hidden_dim": 512,
    "embed_dim": 512,
    "hidden_dim": 512,
    "out_embed_dim": 512,
    "cell_type": "lstm",
    "num_layers": 1,
    "dropout_in": 0.1,
    "dropout_out": 0.1,
    "attention_type": "dot",
    "attention_heads": 8,
    "first_layer_attention": false,
    "averaging_encoder": false
}