Package org.tensorflow.framework

Class GraphOptions

  • All Implemented Interfaces:
    com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, GraphOptionsOrBuilder
    public final class GraphOptions
extends com.google.protobuf.GeneratedMessageV3
implements GraphOptionsOrBuilder
    Protobuf type tensorflow.GraphOptions
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  GraphOptions.Builder
      Protobuf type tensorflow.GraphOptions

      • Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

        com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,​BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,​BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

      • Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

        com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      boolean equals​(java.lang.Object obj)  
      long getBuildCostModel()
      The number of steps to run before returning a cost model detailing the memory usage and performance of each node of the graph.
      long getBuildCostModelAfter()
      The number of steps to skip before collecting statistics for the cost model.
      static GraphOptions getDefaultInstance()  
      GraphOptions getDefaultInstanceForType()  
      static com.google.protobuf.Descriptors.Descriptor getDescriptor()  
      boolean getEnableBfloat16Sendrecv()
      If true, transfer float values between processes as bfloat16.
      boolean getEnableRecvScheduling()
      If true, use control flow to schedule the activation of Recv nodes.
      boolean getInferShapes()
      Annotate each Node with Op output shape data, to the extent it can be statically inferred.
      OptimizerOptions getOptimizerOptions()
      Options controlling how graph is optimized.
      OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder()
      Options controlling how graph is optimized.
      com.google.protobuf.Parser<GraphOptions> getParserForType()  
      boolean getPlacePrunedGraph()
      Only place the subgraphs that are run, rather than the entire graph.
      RewriterConfig getRewriteOptions()
      Options that control the type and amount of graph rewriting.
      RewriterConfigOrBuilder getRewriteOptionsOrBuilder()
      Options that control the type and amount of graph rewriting.
      int getSerializedSize()  
      int getTimelineStep()
      If > 0, record a timeline every this many steps.
      com.google.protobuf.UnknownFieldSet getUnknownFields()  
      int hashCode()  
      boolean hasOptimizerOptions()
      Options controlling how graph is optimized.
      boolean hasRewriteOptions()
      Options that control the type and amount of graph rewriting.
      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()  
      boolean isInitialized()  
      static GraphOptions.Builder newBuilder()  
      static GraphOptions.Builder newBuilder​(GraphOptions prototype)  
      GraphOptions.Builder newBuilderForType()  
      protected GraphOptions.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)  
      protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)  
      static GraphOptions parseDelimitedFrom​(java.io.InputStream input)  
      static GraphOptions parseDelimitedFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static GraphOptions parseFrom​(byte[] data)  
      static GraphOptions parseFrom​(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static GraphOptions parseFrom​(com.google.protobuf.ByteString data)  
      static GraphOptions parseFrom​(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static GraphOptions parseFrom​(com.google.protobuf.CodedInputStream input)  
      static GraphOptions parseFrom​(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static GraphOptions parseFrom​(java.io.InputStream input)  
      static GraphOptions parseFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static GraphOptions parseFrom​(java.nio.ByteBuffer data)  
      static GraphOptions parseFrom​(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static com.google.protobuf.Parser<GraphOptions> parser()  
      GraphOptions.Builder toBuilder()  
      void writeTo​(com.google.protobuf.CodedOutputStream output)  

      • Methods inherited from class com.google.protobuf.GeneratedMessageV3

        canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

      • Methods inherited from class com.google.protobuf.AbstractMessage

        findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

      • Methods inherited from class com.google.protobuf.AbstractMessageLite

        addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

      • Methods inherited from class java.lang.Object

        clone, finalize, getClass, notify, notifyAll, wait, wait, wait

      • Methods inherited from interface com.google.protobuf.MessageLite

        toByteArray, toByteString, writeDelimitedTo, writeTo

      • Methods inherited from interface com.google.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

    • Field Detail

      • ENABLE_RECV_SCHEDULING_FIELD_NUMBER

        public static final int ENABLE_RECV_SCHEDULING_FIELD_NUMBER
        See Also:
        Constant Field Values

      • OPTIMIZER_OPTIONS_FIELD_NUMBER

        public static final int OPTIMIZER_OPTIONS_FIELD_NUMBER
        See Also:
        Constant Field Values

      • BUILD_COST_MODEL_FIELD_NUMBER

        public static final int BUILD_COST_MODEL_FIELD_NUMBER
        See Also:
        Constant Field Values

      • BUILD_COST_MODEL_AFTER_FIELD_NUMBER

        public static final int BUILD_COST_MODEL_AFTER_FIELD_NUMBER
        See Also:
        Constant Field Values

      • INFER_SHAPES_FIELD_NUMBER

        public static final int INFER_SHAPES_FIELD_NUMBER
        See Also:
        Constant Field Values

      • PLACE_PRUNED_GRAPH_FIELD_NUMBER

        public static final int PLACE_PRUNED_GRAPH_FIELD_NUMBER
        See Also:
        Constant Field Values

      • ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER

        public static final int ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER
        See Also:
        Constant Field Values

      • TIMELINE_STEP_FIELD_NUMBER

        public static final int TIMELINE_STEP_FIELD_NUMBER
        See Also:
        Constant Field Values

      • REWRITE_OPTIONS_FIELD_NUMBER

        public static final int REWRITE_OPTIONS_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final com.google.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface com.google.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • getEnableRecvScheduling

        public boolean getEnableRecvScheduling()
         If true, use control flow to schedule the activation of Recv nodes.
 (Currently ignored.)
        bool enable_recv_scheduling = 2;
        Specified by:
        getEnableRecvScheduling in interface GraphOptionsOrBuilder
        Returns:
        The enableRecvScheduling.

      • hasOptimizerOptions

        public boolean hasOptimizerOptions()
         Options controlling how graph is optimized.
        .tensorflow.OptimizerOptions optimizer_options = 3;
        Specified by:
        hasOptimizerOptions in interface GraphOptionsOrBuilder
        Returns:
        Whether the optimizerOptions field is set.

      • getBuildCostModel

        public long getBuildCostModel()
         The number of steps to run before returning a cost model detailing
 the memory usage and performance of each node of the graph. 0 means
 no cost model.
        int64 build_cost_model = 4;
        Specified by:
        getBuildCostModel in interface GraphOptionsOrBuilder
        Returns:
        The buildCostModel.

      • getBuildCostModelAfter

        public long getBuildCostModelAfter()
         The number of steps to skip before collecting statistics for the
 cost model.
        int64 build_cost_model_after = 9;
        Specified by:
        getBuildCostModelAfter in interface GraphOptionsOrBuilder
        Returns:
        The buildCostModelAfter.

      • getInferShapes

        public boolean getInferShapes()
         Annotate each Node with Op output shape data, to the extent it can
 be statically inferred.
        bool infer_shapes = 5;
        Specified by:
        getInferShapes in interface GraphOptionsOrBuilder
        Returns:
        The inferShapes.

      • getPlacePrunedGraph

        public boolean getPlacePrunedGraph()
         Only place the subgraphs that are run, rather than the entire graph.
 This is useful for interactive graph building, where one might
 produce graphs that cannot be placed during the debugging
 process.  In particular, it allows the client to continue work in
 a session after adding a node to a graph whose placement
 constraints are unsatisfiable.
        bool place_pruned_graph = 6;
        Specified by:
        getPlacePrunedGraph in interface GraphOptionsOrBuilder
        Returns:
        The placePrunedGraph.

      • getEnableBfloat16Sendrecv

        public boolean getEnableBfloat16Sendrecv()
         If true, transfer float values between processes as bfloat16.
        bool enable_bfloat16_sendrecv = 7;
        Specified by:
        getEnableBfloat16Sendrecv in interface GraphOptionsOrBuilder
        Returns:
        The enableBfloat16Sendrecv.

      • getTimelineStep

        public int getTimelineStep()
         If > 0, record a timeline every this many steps.
 EXPERIMENTAL: This currently has no effect in MasterSession.
        int32 timeline_step = 8;
        Specified by:
        getTimelineStep in interface GraphOptionsOrBuilder
        Returns:
        The timelineStep.

      • hasRewriteOptions

        public boolean hasRewriteOptions()
         Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
        .tensorflow.RewriterConfig rewrite_options = 10;
        Specified by:
        hasRewriteOptions in interface GraphOptionsOrBuilder
        Returns:
        Whether the rewriteOptions field is set.

      • getRewriteOptions

        public RewriterConfig getRewriteOptions()
         Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
        .tensorflow.RewriterConfig rewrite_options = 10;
        Specified by:
        getRewriteOptions in interface GraphOptionsOrBuilder
        Returns:
        The rewriteOptions.

      • getRewriteOptionsOrBuilder

        public RewriterConfigOrBuilder getRewriteOptionsOrBuilder()
         Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
        .tensorflow.RewriterConfig rewrite_options = 10;
        Specified by:
        getRewriteOptionsOrBuilder in interface GraphOptionsOrBuilder

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(com.google.protobuf.CodedOutputStream output)
             throws java.io.IOException
        Specified by:
        writeTo in interface com.google.protobuf.MessageLite
        Overrides:
        writeTo in class com.google.protobuf.GeneratedMessageV3
        Throws:
        java.io.IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(java.lang.Object obj)
        Specified by:
        equals in interface com.google.protobuf.Message
        Overrides:
        equals in class com.google.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface com.google.protobuf.Message
        Overrides:
        hashCode in class com.google.protobuf.AbstractMessage

      • parseFrom

        public static GraphOptions parseFrom​(java.nio.ByteBuffer data)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(java.nio.ByteBuffer data,
                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(com.google.protobuf.ByteString data)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(com.google.protobuf.ByteString data,
                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(byte[] data)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(byte[] data,
                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(java.io.InputStream input)
                              throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static GraphOptions parseFrom​(java.io.InputStream input,
                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws java.io.IOException
        Throws:
        java.io.IOException

      • parseDelimitedFrom

        public static GraphOptions parseDelimitedFrom​(java.io.InputStream input)
                                       throws java.io.IOException
        Throws:
        java.io.IOException

      • parseDelimitedFrom

        public static GraphOptions parseDelimitedFrom​(java.io.InputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static GraphOptions parseFrom​(com.google.protobuf.CodedInputStream input)
                              throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static GraphOptions parseFrom​(com.google.protobuf.CodedInputStream input,
                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws java.io.IOException
        Throws:
        java.io.IOException

      • newBuilderForType

        public GraphOptions.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType in interface com.google.protobuf.MessageLite

      • toBuilder

        public GraphOptions.Builder toBuilder()
        Specified by:
        toBuilder in interface com.google.protobuf.Message
        Specified by:
        toBuilder in interface com.google.protobuf.MessageLite

      • newBuilderForType

        protected GraphOptions.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static GraphOptions getDefaultInstance()

      • parser

        public static com.google.protobuf.Parser<GraphOptions> parser()

      • getParserForType

        public com.google.protobuf.Parser<GraphOptions> getParserForType()
        Specified by:
        getParserForType in interface com.google.protobuf.Message
        Specified by:
        getParserForType in interface com.google.protobuf.MessageLite
        Overrides:
        getParserForType in class com.google.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public GraphOptions getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder