Icon

02_​Deploying_​a_​Neural_​Machine_​Translation_​Model

Neural Machine Translation from English to German: Deployment Workflow
Read Models Pre-process Input Deploy models Create Output Neural Machine Translation from English to German:Deployment WorkflowThis is the deployment workflow of the encoder-decoder neuralarchitecture for the Neural machine Translation model. Read encoderOutput translation.Read decoderwith tf loopEncodeDecodeInput of EnglishsentenceRead EnglishdictionaryRead Germandictionary TensorFlowNetwork Reader ContainerOutput (JSON) Table to JSON PreprocessEnglish sentence TensorFlowNetwork Reader TensorFlowNetwork Executor TensorFlowNetwork Executor Apply Germandictionary Variable toTable Row StringConfiguration Table Reader Table Reader Read Models Pre-process Input Deploy models Create Output Neural Machine Translation from English to German:Deployment WorkflowThis is the deployment workflow of the encoder-decoder neuralarchitecture for the Neural machine Translation model. Read encoderOutput translation.Read decoderwith tf loopEncodeDecodeInput of EnglishsentenceRead EnglishdictionaryRead Germandictionary TensorFlowNetwork Reader ContainerOutput (JSON) Table to JSON PreprocessEnglish sentence TensorFlowNetwork Reader TensorFlowNetwork Executor TensorFlowNetwork Executor Apply Germandictionary Variable toTable Row StringConfiguration Table Reader Table Reader

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: simon
Created at: 2018-12-11
On NodePit since: 2019-07-12
Last update: 2024-04-18
Created with KNIME version: v4.5.0
Tags: deep learningkerassequence analysistext analysistext processingmachine translationneural machine translationneural language translationlstmencoder decoderneural networksequence to sequenceNLPNatural Language ProcessingPracticing Data Science

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!