Package ai.djl.tensorflow.engine

Class TfSymbolBlock

  • All Implemented Interfaces:
    ai.djl.nn.Block, ai.djl.nn.SymbolBlock, java.lang.AutoCloseable
    public class TfSymbolBlock
extends ai.djl.nn.AbstractSymbolBlock
implements java.lang.AutoCloseable
    TfSymbolBlock is the TensorFlow implementation of SymbolBlock.

    • Field Summary

      • Fields inherited from class ai.djl.nn.AbstractBaseBlock

        inputNames, inputShapes, outputDataTypes, version

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void close()
      ai.djl.util.PairList<java.lang.String,​ai.djl.ndarray.types.Shape> describeInput()
      ai.djl.util.PairList<java.lang.String,​ai.djl.ndarray.types.Shape> describeOutput()
      protected ai.djl.ndarray.NDList forwardInternal​(ai.djl.training.ParameterStore parameterStore, ai.djl.ndarray.NDList inputs, boolean training, ai.djl.util.PairList<java.lang.String,​java.lang.Object> params)
      ai.djl.nn.ParameterList getDirectParameters()
      ai.djl.ndarray.types.Shape[] getOutputShapes​(ai.djl.ndarray.types.Shape[] inputShapes)
      void initialize​(ai.djl.ndarray.NDManager manager, ai.djl.ndarray.types.DataType dataType, ai.djl.ndarray.types.Shape... inputShapes)
      boolean isInitialized()
      void removeLastBlock()

      • Methods inherited from class ai.djl.nn.AbstractSymbolBlock

        getChildren

      • Methods inherited from class ai.djl.nn.AbstractBaseBlock

        beforeInitialize, cast, clear, forward, forward, forwardInternal, getInputShapes, getOutputDataTypes, getParameters, initializeChildBlocks, loadMetadata, loadParameters, prepare, readInputShapes, saveInputShapes, saveMetadata, saveParameters, setInitializer, setInitializer, setInitializer, toString

      • Methods inherited from class java.lang.Object

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

      • Methods inherited from interface ai.djl.nn.Block

        cast, clear, forward, forward, forward, freezeParameters, freezeParameters, getInputShapes, getOutputDataTypes, getOutputShapes, getParameters, loadParameters, saveParameters, setInitializer, setInitializer, setInitializer

    • Constructor Detail

      • TfSymbolBlock

        public TfSymbolBlock​(SavedModelBundle bundle,
                     java.lang.String signatureDefKey)

    • Method Detail

      • removeLastBlock

        public void removeLastBlock()
        Specified by:
        removeLastBlock in interface ai.djl.nn.SymbolBlock

      • forwardInternal

        protected ai.djl.ndarray.NDList forwardInternal​(ai.djl.training.ParameterStore parameterStore,
                                                ai.djl.ndarray.NDList inputs,
                                                boolean training,
                                                ai.djl.util.PairList<java.lang.String,​java.lang.Object> params)
        Specified by:
        forwardInternal in class ai.djl.nn.AbstractBaseBlock

      • initialize

        public void initialize​(ai.djl.ndarray.NDManager manager,
                       ai.djl.ndarray.types.DataType dataType,
                       ai.djl.ndarray.types.Shape... inputShapes)
        Specified by:
        initialize in interface ai.djl.nn.Block
        Overrides:
        initialize in class ai.djl.nn.AbstractBaseBlock

      • isInitialized

        public boolean isInitialized()
        Specified by:
        isInitialized in interface ai.djl.nn.Block
        Overrides:
        isInitialized in class ai.djl.nn.AbstractBaseBlock

      • describeInput

        public final ai.djl.util.PairList<java.lang.String,​ai.djl.ndarray.types.Shape> describeInput()
        Specified by:
        describeInput in interface ai.djl.nn.Block
        Overrides:
        describeInput in class ai.djl.nn.AbstractBaseBlock

      • getDirectParameters

        public ai.djl.nn.ParameterList getDirectParameters()
        Specified by:
        getDirectParameters in interface ai.djl.nn.Block

      • describeOutput

        public final ai.djl.util.PairList<java.lang.String,​ai.djl.ndarray.types.Shape> describeOutput()
        Specified by:
        describeOutput in interface ai.djl.nn.SymbolBlock

      • getOutputShapes

        public ai.djl.ndarray.types.Shape[] getOutputShapes​(ai.djl.ndarray.types.Shape[] inputShapes)
        Specified by:
        getOutputShapes in interface ai.djl.nn.Block
        Overrides:
        getOutputShapes in class ai.djl.nn.AbstractSymbolBlock

      • close

        public void close()
        Specified by:
        close in interface java.lang.AutoCloseable