EncoderDecoderTransformer class

A full Encoder-Decoder Transformer model for sequence-to-sequence tasks.

This model uses a TransformerEncoder to process the source sequence and a TransformerDecoder to generate the target sequence, leveraging cross-attention over the encoder's output.

Inheritance

• Object
• Module
• EncoderDecoderTransformer

Constructors

EncoderDecoderTransformer({required int sourceVocabSize, required int targetVocabSize, required int embedSize, required int sourceBlockSize, required int targetBlockSize, required int numLayers, required int numHeads})

Properties

decoder → TransformerDecoder

final

encoder → TransformerEncoder

final

hashCode → int

The hash code for this object.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

forward(List<int> sourceIdx, List<int> targetIdx) → List<ValueVector>

Forward pass for the Encoder-Decoder Transformer.

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

parameters() → List<Value>

override

toString() → String

A string representation of this object.

inherited

zeroGrad() → void

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited