Package org.tensorflow.framework

Class GraphOptions

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.framework.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

  • Field Summary

    Fields 
    Modifier and Type Field Description
    static int BUILD_COST_MODEL_AFTER_FIELD_NUMBER  
    static int BUILD_COST_MODEL_FIELD_NUMBER  
    static int ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER  
    static int ENABLE_RECV_SCHEDULING_FIELD_NUMBER  
    static int INFER_SHAPES_FIELD_NUMBER  
    static int OPTIMIZER_OPTIONS_FIELD_NUMBER  
    static int PLACE_PRUNED_GRAPH_FIELD_NUMBER  
    static int REWRITE_OPTIONS_FIELD_NUMBER  
    static int TIMELINE_STEP_FIELD_NUMBER  

    Fields inherited from class com.google.protobuf.GeneratedMessageV3

    alwaysUseFieldBuilders, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    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 Details

  • Method Details

    • 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.

    • getOptimizerOptions

      public OptimizerOptions getOptimizerOptions()
       Options controlling how graph is optimized.
      .tensorflow.OptimizerOptions optimizer_options = 3;
      Specified by:
      getOptimizerOptions in interface GraphOptionsOrBuilder
      Returns:
      The optimizerOptions.

    • getOptimizerOptionsOrBuilder

      public OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder()
       Options controlling how graph is optimized.
      .tensorflow.OptimizerOptions optimizer_options = 3;
      Specified by:
      getOptimizerOptionsOrBuilder in interface GraphOptionsOrBuilder

    • 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

    • newBuilder

      public static GraphOptions.Builder newBuilder()

    • newBuilder

      public static GraphOptions.Builder newBuilder​(GraphOptions prototype)

    • 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