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API Docs / Microsoft.VisualBasic.DeepLearning / TransformerModel

TransformerModel

Full name Microsoft.VisualBasic.MachineLearning.Transformer.TransformerModel Assembly Microsoft.VisualBasic.DeepLearning Members 4

Transformer architecture as described in "Attention is all you need"

00 Remarks

https://github.com/jaksc00p/Transformer/tree/master

01 Syntax

Microsoft.VisualBasic.MachineLearning.Transformer.TransformerModel

02 Methods

NameOverloadsSummary
Translate 1 Translate a batch of sentenses by generating one word at a time for each sentence with the decoder until max length or stopping character.
Train 1
Infer 2

03 Members

method Translate #
Translate(Int32, Boolean, List(Of List(Of String)), List(Of List(Of String)), List(Of List(Of String)))

Translate a batch of sentenses by generating one word at a time for each sentence with the decoder until max length or stopping character.

method Train #
Train(Int32, Int32, Double, Int32, List(Of List(Of String)), List(Of List(Of String)))
method Infer #
Infer()
method Infer overload 2 #
Infer(IEnumerable(Of String))