Package ai.djl.tensorflow.engine

Class TfModel

  • All Implemented Interfaces:
    ai.djl.Model, java.lang.AutoCloseable
    public class TfModel
extends ai.djl.BaseModel
    TfModel is the TensorFlow implementation of Model.

    • Field Summary

      • Fields inherited from class ai.djl.BaseModel

        artifacts, block, dataType, inputData, manager, modelDir, modelName, properties, wasLoaded

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void close()
      java.lang.String[] getArtifactNames()
      ai.djl.nn.Block getBlock()
      ai.djl.ndarray.NDManager getNDManager()
      void load​(java.nio.file.Path modelPath, java.lang.String prefix, java.util.Map<java.lang.String,​?> options)
      void save​(java.nio.file.Path modelPath, java.lang.String newModelName)
      void setBlock​(ai.djl.nn.Block block)

      • Methods inherited from class ai.djl.BaseModel

        describeInput, describeOutput, finalize, getArtifact, getArtifact, getArtifactAsStream, getDataType, getModelPath, getName, getProperties, getProperty, load, newPredictor, newTrainer, paramPathResolver, readParameters, setDataType, setModelDir, setProperty, toString

      • Methods inherited from class java.lang.Object

        clone, equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

      • Methods inherited from interface ai.djl.Model

        cast, getProperty, load, load, load, newPredictor, quantize

    • Method Detail

      • load

        public void load​(java.nio.file.Path modelPath,
                 java.lang.String prefix,
                 java.util.Map<java.lang.String,​?> options)
          throws java.io.FileNotFoundException,
                 ai.djl.MalformedModelException
        Throws:
        java.io.FileNotFoundException
        ai.djl.MalformedModelException

      • save

        public void save​(java.nio.file.Path modelPath,
                 java.lang.String newModelName)
        Specified by:
        save in interface ai.djl.Model
        Overrides:
        save in class ai.djl.BaseModel

      • getBlock

        public ai.djl.nn.Block getBlock()
        Specified by:
        getBlock in interface ai.djl.Model
        Overrides:
        getBlock in class ai.djl.BaseModel

      • setBlock

        public void setBlock​(ai.djl.nn.Block block)
        Specified by:
        setBlock in interface ai.djl.Model
        Overrides:
        setBlock in class ai.djl.BaseModel

      • getNDManager

        public ai.djl.ndarray.NDManager getNDManager()
        Specified by:
        getNDManager in interface ai.djl.Model
        Overrides:
        getNDManager in class ai.djl.BaseModel

      • getArtifactNames

        public java.lang.String[] getArtifactNames()
        Specified by:
        getArtifactNames in interface ai.djl.Model
        Overrides:
        getArtifactNames in class ai.djl.BaseModel

      • close

        public void close()
        Specified by:
        close in interface java.lang.AutoCloseable
        Specified by:
        close in interface ai.djl.Model
        Overrides:
        close in class ai.djl.BaseModel