Package org.tensorflow.framework

Class OptimizerOptions

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.framework.OptimizerOptions
All Implemented Interfaces:
com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, OptimizerOptionsOrBuilder
public final class OptimizerOptions extends com.google.protobuf.GeneratedMessageV3 implements OptimizerOptionsOrBuilder
 Options passed to the graph optimizer
Protobuf type tensorflow.OptimizerOptions
See Also:

  • Field Details

    • DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

      public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
      See Also:

    • DO_CONSTANT_FOLDING_FIELD_NUMBER

      public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER
      See Also:

    • MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER

      public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
      See Also:

    • DO_FUNCTION_INLINING_FIELD_NUMBER

      public static final int DO_FUNCTION_INLINING_FIELD_NUMBER
      See Also:

    • OPT_LEVEL_FIELD_NUMBER

      public static final int OPT_LEVEL_FIELD_NUMBER
      See Also:

    • GLOBAL_JIT_LEVEL_FIELD_NUMBER

      public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER
      See Also:

    • CPU_GLOBAL_JIT_FIELD_NUMBER

      public static final int CPU_GLOBAL_JIT_FIELD_NUMBER
      See Also:

  • Method Details

    • newInstance

      protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance 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

    • getDoCommonSubexpressionElimination

      public boolean getDoCommonSubexpressionElimination()
       If true, optimize the graph using common subexpression elimination.
 Note: the optimization Level L1 will override this setting to true. So in
 order to disable common subexpression elimination the opt_level has to be
 set to L0.
      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.
 Note: the optimization Level L1 will override this setting to true. So in
 order to disable constant folding the opt_level has to be set to L0.
      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.

    • getGlobalJitLevel

      public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()
      .tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
      Specified by:
      getGlobalJitLevel in interface OptimizerOptionsOrBuilder
      Returns:
      The globalJitLevel.

    • getCpuGlobalJit

      public boolean getCpuGlobalJit()
       CPU code will be autoclustered only if global_jit_level >= ON_1 and either:
  - this flag is true, or
  - TF_XLA_FLAGS contains --tf_xla_cpu_global_jit=true.
      bool cpu_global_jit = 7;
      Specified by:
      getCpuGlobalJit in interface OptimizerOptionsOrBuilder
      Returns:
      The cpuGlobalJit.

    • 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 IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessageV3
      Throws:
      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(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 OptimizerOptions parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static OptimizerOptions parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

      public static OptimizerOptions parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static OptimizerOptions parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static OptimizerOptions parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static OptimizerOptions parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static OptimizerOptions parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static OptimizerOptions parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

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

    • newBuilder

      public static OptimizerOptions.Builder newBuilder()

    • newBuilder

      public static OptimizerOptions.Builder newBuilder(OptimizerOptions prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static OptimizerOptions getDefaultInstance()

    • parser

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

    • getParserForType

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