Package org.tensorflow.framework

Class OptimizerOptions

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, OptimizerOptionsOrBuilder
    public final class OptimizerOptions
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements OptimizerOptionsOrBuilder
     Options passed to the graph optimizer
    Protobuf type tensorflow.OptimizerOptions
    See Also:
    Serialized Form

    • Field Detail

      • DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

        public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • DO_CONSTANT_FOLDING_FIELD_NUMBER

        public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER
        See Also:
        Constant Field Values

      • MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER

        public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
        See Also:
        Constant Field Values

      • DO_FUNCTION_INLINING_FIELD_NUMBER

        public static final int DO_FUNCTION_INLINING_FIELD_NUMBER
        See Also:
        Constant Field Values

      • GLOBAL_JIT_LEVEL_FIELD_NUMBER

        public static final int GLOBAL_JIT_LEVEL_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

      • getDoCommonSubexpressionElimination

        public boolean getDoCommonSubexpressionElimination()
         If true, optimize the graph using common subexpression elimination.
        bool do_common_subexpression_elimination = 1;
        Specified by:
        getDoCommonSubexpressionElimination in interface OptimizerOptionsOrBuilder
        Returns:
        The doCommonSubexpressionElimination.

      • getDoConstantFolding

        public boolean getDoConstantFolding()
         If true, perform constant folding optimization on the graph.
        bool do_constant_folding = 2;
        Specified by:
        getDoConstantFolding in interface OptimizerOptionsOrBuilder
        Returns:
        The doConstantFolding.

      • getMaxFoldedConstantInBytes

        public long getMaxFoldedConstantInBytes()
         Constant folding optimization replaces tensors whose values can be
 predetermined, with constant nodes. To avoid inserting too large constants,
 the size of each constant created can be limited. If this value is zero, a
 default limit of 10 MiB will be applied. If constant folding optimization
 is disabled, this value is ignored.
        int64 max_folded_constant_in_bytes = 6;
        Specified by:
        getMaxFoldedConstantInBytes in interface OptimizerOptionsOrBuilder
        Returns:
        The maxFoldedConstantInBytes.

      • getDoFunctionInlining

        public boolean getDoFunctionInlining()
         If true, perform function inlining on the graph.
        bool do_function_inlining = 4;
        Specified by:
        getDoFunctionInlining in interface OptimizerOptionsOrBuilder
        Returns:
        The doFunctionInlining.

      • getOptLevelValue

        public int getOptLevelValue()
         Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.
        .tensorflow.OptimizerOptions.Level opt_level = 3;
        Specified by:
        getOptLevelValue in interface OptimizerOptionsOrBuilder
        Returns:
        The enum numeric value on the wire for optLevel.

      • getOptLevel

        public OptimizerOptions.Level getOptLevel()
         Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.
        .tensorflow.OptimizerOptions.Level opt_level = 3;
        Specified by:
        getOptLevel in interface OptimizerOptionsOrBuilder
        Returns:
        The optLevel.

      • getGlobalJitLevelValue

        public int getGlobalJitLevelValue()
        .tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
        Specified by:
        getGlobalJitLevelValue in interface OptimizerOptionsOrBuilder
        Returns:
        The enum numeric value on the wire for globalJitLevel.

      • 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 OptimizerOptions parseFrom​(ByteBuffer data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • toBuilder

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

      • newBuilderForType

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

      • parser

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

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<OptimizerOptions> 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 OptimizerOptions getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder