Package org.platanios.tensorflow.proto

Class RunOptions.Experimental

  • All Implemented Interfaces:
    com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, RunOptions.ExperimentalOrBuilder
    Enclosing class:
    RunOptions
    public static final class RunOptions.Experimental
extends com.google.protobuf.GeneratedMessageV3
implements RunOptions.ExperimentalOrBuilder
     Everything inside Experimental is subject to change and is not subject
 to API stability guarantees in
 https://www.tensorflow.org/guide/version_compat.
    Protobuf type org.platanios.tensorflow.proto.RunOptions.Experimental
    See Also:
    Serialized Form

    • Field Detail

      • COLLECTIVE_GRAPH_KEY_FIELD_NUMBER

        public static final int COLLECTIVE_GRAPH_KEY_FIELD_NUMBER
        See Also:
        Constant Field Values

      • USE_RUN_HANDLER_POOL_FIELD_NUMBER

        public static final int USE_RUN_HANDLER_POOL_FIELD_NUMBER
        See Also:
        Constant Field Values

      • RUN_HANDLER_POOL_OPTIONS_FIELD_NUMBER

        public static final int RUN_HANDLER_POOL_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

      • getCollectiveGraphKey

        public long getCollectiveGraphKey()
         If non-zero, declares that this graph is going to use collective
 ops and must synchronize step_ids with any other graph with this
 same group_key value (in a distributed computation where tasks
 run disjoint graphs).
        int64 collective_graph_key = 1;
        Specified by:
        getCollectiveGraphKey in interface RunOptions.ExperimentalOrBuilder
        Returns:
        The collectiveGraphKey.

      • getUseRunHandlerPool

        public boolean getUseRunHandlerPool()
         If true, then operations (using the inter-op pool) across all
 session::run() calls will be centrally scheduled, optimizing for (median
 and tail) latency.
 Consider using this option for CPU-bound workloads like inference.
        bool use_run_handler_pool = 2;
        Specified by:
        getUseRunHandlerPool in interface RunOptions.ExperimentalOrBuilder
        Returns:
        The useRunHandlerPool.

      • hasRunHandlerPoolOptions

        public boolean hasRunHandlerPoolOptions()
        .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;
        Specified by:
        hasRunHandlerPoolOptions in interface RunOptions.ExperimentalOrBuilder
        Returns:
        Whether the runHandlerPoolOptions field is set.

      • 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 RunOptions.Experimental parseFrom​(java.nio.ByteBuffer data)
                                         throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseDelimitedFrom

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

      • parseDelimitedFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • toBuilder

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

      • newBuilderForType

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

      • getParserForType

        public com.google.protobuf.Parser<RunOptions.Experimental> 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 RunOptions.Experimental getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder