Package org.tensorflow.framework

Class GraphOptions

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, GraphOptionsOrBuilder
    public final class GraphOptions
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements GraphOptionsOrBuilder
    Protobuf type tensorflow.GraphOptions
    See Also:
    Serialized Form

    • 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 Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class org.nd4j.shade.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 org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface org.nd4j.shade.protobuf.Message
        Overrides:
        equals in class org.nd4j.shade.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface org.nd4j.shade.protobuf.Message
        Overrides:
        hashCode in class org.nd4j.shade.protobuf.AbstractMessage

      • parseFrom

        public static GraphOptions parseFrom​(ByteBuffer data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(ByteBuffer data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(org.nd4j.shade.protobuf.ByteString data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(org.nd4j.shade.protobuf.ByteString data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(byte[] data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(byte[] data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static GraphOptions parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws IOException
        Throws:
        IOException

      • newBuilderForType

        public GraphOptions.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

      • toBuilder

        public GraphOptions.Builder toBuilder()
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.Message
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.MessageLite

      • newBuilderForType

        protected GraphOptions.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static GraphOptions getDefaultInstance()

      • parser

        public static org.nd4j.shade.protobuf.Parser<GraphOptions> parser()

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<GraphOptions> getParserForType()
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public GraphOptions getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder