RewriterConfig.cs

// <auto-generated>
//     Generated by the protocol buffer compiler.  DO NOT EDIT!
//     source: tensorflow/core/protobuf/rewriter_config.proto
// </auto-generated>
#pragma warning disable 1591, 0612, 3021, 8981
#region Designer generated code

using pb = global::Google.Protobuf;
using pbc = global::Google.Protobuf.Collections;
using pbr = global::Google.Protobuf.Reflection;
using scg = global::System.Collections.Generic;
namespace Tensorflow {

  /// <summary>Holder for reflection information generated from tensorflow/core/protobuf/rewriter_config.proto</summary>
  public static partial class RewriterConfigReflection {

    #region Descriptor
    /// <summary>File descriptor for tensorflow/core/protobuf/rewriter_config.proto</summary>
    public static pbr::FileDescriptor Descriptor {
      get { return descriptor; }
    }
    private static pbr::FileDescriptor descriptor;

    static RewriterConfigReflection() {
      byte[] descriptorData = global::System.Convert.FromBase64String(
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      descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,
          new pbr::FileDescriptor[] { global::Tensorflow.AttrValueReflection.Descriptor, global::Tensorflow.VerifierConfigReflection.Descriptor, },
          new pbr::GeneratedClrTypeInfo(null, null, new pbr::GeneratedClrTypeInfo[] {
            new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.AutoParallelOptions), global::Tensorflow.AutoParallelOptions.Parser, new[]{ "Enable", "NumReplicas" }, null, null, null, null),
            new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.ScopedAllocatorOptions), global::Tensorflow.ScopedAllocatorOptions.Parser, new[]{ "EnableOp" }, null, null, null, null),
            new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.RewriterConfig), global::Tensorflow.RewriterConfig.Parser, new[]{ "CpuLayoutConversion", "LayoutOptimizer", "ConstantFolding", "ShapeOptimization", "Remapping", "CommonSubgraphElimination", "ArithmeticOptimization", "DependencyOptimization", "LoopOptimization", "FunctionOptimization", "DebugStripper", "DisableModelPruning", "ScopedAllocatorOptimization", "PinToHostOptimization", "ImplementationSelector", "AutoMixedPrecision", "AutoMixedPrecisionMkl", "AutoMixedPrecisionOnednnBfloat16", "AutoMixedPrecisionCpu", "DisableMetaOptimizer", "UsePluginOptimizers", "ExperimentalConditionalCodeMotion", "MetaOptimizerIterations", "MinGraphNodes", "ExperimentalDisableCompressedTensorOptimization", "ExperimentalDisableFoldingQuantizationEmulation", "MemoryOptimization", "MemoryOptimizerTargetNodeNameScope", "MetaOptimizerTimeoutMs", "AutoParallel", "FailOnOptimizerErrors", "ScopedAllocatorOpts", "Optimizers", "CustomOptimizers", "InterOptimizerVerifierConfig", "PostOptimizationVerifierConfig" }, null, new[]{ typeof(global::Tensorflow.RewriterConfig.Types.Toggle), typeof(global::Tensorflow.RewriterConfig.Types.CpuLayout), typeof(global::Tensorflow.RewriterConfig.Types.NumIterationsType), typeof(global::Tensorflow.RewriterConfig.Types.MemOptType) }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.RewriterConfig.Types.CustomGraphOptimizer), global::Tensorflow.RewriterConfig.Types.CustomGraphOptimizer.Parser, new[]{ "Name", "ParameterMap" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { null, })})
          }));
    }
    #endregion

  }
  #region Messages
  public sealed partial class AutoParallelOptions : pb::IMessage<AutoParallelOptions>
  #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      , pb::IBufferMessage
  #endif
  {
    private static readonly pb::MessageParser<AutoParallelOptions> _parser = new pb::MessageParser<AutoParallelOptions>(() => new AutoParallelOptions());
    private pb::UnknownFieldSet _unknownFields;
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pb::MessageParser<AutoParallelOptions> Parser { get { return _parser; } }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pbr::MessageDescriptor Descriptor {
      get { return global::Tensorflow.RewriterConfigReflection.Descriptor.MessageTypes[0]; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    pbr::MessageDescriptor pb::IMessage.Descriptor {
      get { return Descriptor; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public AutoParallelOptions() {
      OnConstruction();
    }

    partial void OnConstruction();

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public AutoParallelOptions(AutoParallelOptions other) : this() {
      enable_ = other.enable_;
      numReplicas_ = other.numReplicas_;
      _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public AutoParallelOptions Clone() {
      return new AutoParallelOptions(this);
    }

    /// <summary>Field number for the "enable" field.</summary>
    public const int EnableFieldNumber = 1;
    private bool enable_;
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool Enable {
      get { return enable_; }
      set {
        enable_ = value;
      }
    }

    /// <summary>Field number for the "num_replicas" field.</summary>
    public const int NumReplicasFieldNumber = 2;
    private int numReplicas_;
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public int NumReplicas {
      get { return numReplicas_; }
      set {
        numReplicas_ = value;
      }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override bool Equals(object other) {
      return Equals(other as AutoParallelOptions);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool Equals(AutoParallelOptions other) {
      if (ReferenceEquals(other, null)) {
        return false;
      }
      if (ReferenceEquals(other, this)) {
        return true;
      }
      if (Enable != other.Enable) return false;
      if (NumReplicas != other.NumReplicas) return false;
      return Equals(_unknownFields, other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override int GetHashCode() {
      int hash = 1;
      if (Enable != false) hash ^= Enable.GetHashCode();
      if (NumReplicas != 0) hash ^= NumReplicas.GetHashCode();
      if (_unknownFields != null) {
        hash ^= _unknownFields.GetHashCode();
      }
      return hash;
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override string ToString() {
      return pb::JsonFormatter.ToDiagnosticString(this);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void WriteTo(pb::CodedOutputStream output) {
    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      output.WriteRawMessage(this);
    #else
      if (Enable != false) {
        output.WriteRawTag(8);
        output.WriteBool(Enable);
      }
      if (NumReplicas != 0) {
        output.WriteRawTag(16);
        output.WriteInt32(NumReplicas);
      }
      if (_unknownFields != null) {
        _unknownFields.WriteTo(output);
      }
    #endif
    }

    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    void pb::IBufferMessage.InternalWriteTo(ref pb::WriteContext output) {
      if (Enable != false) {
        output.WriteRawTag(8);
        output.WriteBool(Enable);
      }
      if (NumReplicas != 0) {
        output.WriteRawTag(16);
        output.WriteInt32(NumReplicas);
      }
      if (_unknownFields != null) {
        _unknownFields.WriteTo(ref output);
      }
    }
    #endif

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public int CalculateSize() {
      int size = 0;
      if (Enable != false) {
        size += 1 + 1;
      }
      if (NumReplicas != 0) {
        size += 1 + pb::CodedOutputStream.ComputeInt32Size(NumReplicas);
      }
      if (_unknownFields != null) {
        size += _unknownFields.CalculateSize();
      }
      return size;
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void MergeFrom(AutoParallelOptions other) {
      if (other == null) {
        return;
      }
      if (other.Enable != false) {
        Enable = other.Enable;
      }
      if (other.NumReplicas != 0) {
        NumReplicas = other.NumReplicas;
      }
      _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void MergeFrom(pb::CodedInputStream input) {
    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      input.ReadRawMessage(this);
    #else
      uint tag;
      while ((tag = input.ReadTag()) != 0) {
        switch(tag) {
          default:
            _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);
            break;
          case 8: {
            Enable = input.ReadBool();
            break;
          }
          case 16: {
            NumReplicas = input.ReadInt32();
            break;
          }
        }
      }
    #endif
    }

    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    void pb::IBufferMessage.InternalMergeFrom(ref pb::ParseContext input) {
      uint tag;
      while ((tag = input.ReadTag()) != 0) {
        switch(tag) {
          default:
            _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, ref input);
            break;
          case 8: {
            Enable = input.ReadBool();
            break;
          }
          case 16: {
            NumReplicas = input.ReadInt32();
            break;
          }
        }
      }
    }
    #endif

  }

  public sealed partial class ScopedAllocatorOptions : pb::IMessage<ScopedAllocatorOptions>
  #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      , pb::IBufferMessage
  #endif
  {
    private static readonly pb::MessageParser<ScopedAllocatorOptions> _parser = new pb::MessageParser<ScopedAllocatorOptions>(() => new ScopedAllocatorOptions());
    private pb::UnknownFieldSet _unknownFields;
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pb::MessageParser<ScopedAllocatorOptions> Parser { get { return _parser; } }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pbr::MessageDescriptor Descriptor {
      get { return global::Tensorflow.RewriterConfigReflection.Descriptor.MessageTypes[1]; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    pbr::MessageDescriptor pb::IMessage.Descriptor {
      get { return Descriptor; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public ScopedAllocatorOptions() {
      OnConstruction();
    }

    partial void OnConstruction();

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public ScopedAllocatorOptions(ScopedAllocatorOptions other) : this() {
      enableOp_ = other.enableOp_.Clone();
      _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public ScopedAllocatorOptions Clone() {
      return new ScopedAllocatorOptions(this);
    }

    /// <summary>Field number for the "enable_op" field.</summary>
    public const int EnableOpFieldNumber = 1;
    private static readonly pb::FieldCodec<string> _repeated_enableOp_codec
        = pb::FieldCodec.ForString(10);
    private readonly pbc::RepeatedField<string> enableOp_ = new pbc::RepeatedField<string>();
    /// <summary>
    /// If present, only perform optimization for these ops.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public pbc::RepeatedField<string> EnableOp {
      get { return enableOp_; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override bool Equals(object other) {
      return Equals(other as ScopedAllocatorOptions);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool Equals(ScopedAllocatorOptions other) {
      if (ReferenceEquals(other, null)) {
        return false;
      }
      if (ReferenceEquals(other, this)) {
        return true;
      }
      if(!enableOp_.Equals(other.enableOp_)) return false;
      return Equals(_unknownFields, other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override int GetHashCode() {
      int hash = 1;
      hash ^= enableOp_.GetHashCode();
      if (_unknownFields != null) {
        hash ^= _unknownFields.GetHashCode();
      }
      return hash;
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public override string ToString() {
      return pb::JsonFormatter.ToDiagnosticString(this);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void WriteTo(pb::CodedOutputStream output) {
    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      output.WriteRawMessage(this);
    #else
      enableOp_.WriteTo(output, _repeated_enableOp_codec);
      if (_unknownFields != null) {
        _unknownFields.WriteTo(output);
      }
    #endif
    }

    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    void pb::IBufferMessage.InternalWriteTo(ref pb::WriteContext output) {
      enableOp_.WriteTo(ref output, _repeated_enableOp_codec);
      if (_unknownFields != null) {
        _unknownFields.WriteTo(ref output);
      }
    }
    #endif

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public int CalculateSize() {
      int size = 0;
      size += enableOp_.CalculateSize(_repeated_enableOp_codec);
      if (_unknownFields != null) {
        size += _unknownFields.CalculateSize();
      }
      return size;
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void MergeFrom(ScopedAllocatorOptions other) {
      if (other == null) {
        return;
      }
      enableOp_.Add(other.enableOp_);
      _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public void MergeFrom(pb::CodedInputStream input) {
    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      input.ReadRawMessage(this);
    #else
      uint tag;
      while ((tag = input.ReadTag()) != 0) {
        switch(tag) {
          default:
            _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);
            break;
          case 10: {
            enableOp_.AddEntriesFrom(input, _repeated_enableOp_codec);
            break;
          }
        }
      }
    #endif
    }

    #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    void pb::IBufferMessage.InternalMergeFrom(ref pb::ParseContext input) {
      uint tag;
      while ((tag = input.ReadTag()) != 0) {
        switch(tag) {
          default:
            _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, ref input);
            break;
          case 10: {
            enableOp_.AddEntriesFrom(ref input, _repeated_enableOp_codec);
            break;
          }
        }
      }
    }
    #endif

  }

  /// <summary>
  /// Graph rewriting is experimental and subject to change, not covered by any
  /// API stability guarantees.
  /// </summary>
  public sealed partial class RewriterConfig : pb::IMessage<RewriterConfig>
  #if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE
      , pb::IBufferMessage
  #endif
  {
    private static readonly pb::MessageParser<RewriterConfig> _parser = new pb::MessageParser<RewriterConfig>(() => new RewriterConfig());
    private pb::UnknownFieldSet _unknownFields;
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pb::MessageParser<RewriterConfig> Parser { get { return _parser; } }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public static pbr::MessageDescriptor Descriptor {
      get { return global::Tensorflow.RewriterConfigReflection.Descriptor.MessageTypes[2]; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    pbr::MessageDescriptor pb::IMessage.Descriptor {
      get { return Descriptor; }
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public RewriterConfig() {
      OnConstruction();
    }

    partial void OnConstruction();

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public RewriterConfig(RewriterConfig other) : this() {
      cpuLayoutConversion_ = other.cpuLayoutConversion_;
      layoutOptimizer_ = other.layoutOptimizer_;
      constantFolding_ = other.constantFolding_;
      shapeOptimization_ = other.shapeOptimization_;
      remapping_ = other.remapping_;
      commonSubgraphElimination_ = other.commonSubgraphElimination_;
      arithmeticOptimization_ = other.arithmeticOptimization_;
      dependencyOptimization_ = other.dependencyOptimization_;
      loopOptimization_ = other.loopOptimization_;
      functionOptimization_ = other.functionOptimization_;
      debugStripper_ = other.debugStripper_;
      disableModelPruning_ = other.disableModelPruning_;
      scopedAllocatorOptimization_ = other.scopedAllocatorOptimization_;
      pinToHostOptimization_ = other.pinToHostOptimization_;
      implementationSelector_ = other.implementationSelector_;
      autoMixedPrecision_ = other.autoMixedPrecision_;
      autoMixedPrecisionMkl_ = other.autoMixedPrecisionMkl_;
      autoMixedPrecisionOnednnBfloat16_ = other.autoMixedPrecisionOnednnBfloat16_;
      autoMixedPrecisionCpu_ = other.autoMixedPrecisionCpu_;
      disableMetaOptimizer_ = other.disableMetaOptimizer_;
      usePluginOptimizers_ = other.usePluginOptimizers_;
      experimentalConditionalCodeMotion_ = other.experimentalConditionalCodeMotion_;
      metaOptimizerIterations_ = other.metaOptimizerIterations_;
      minGraphNodes_ = other.minGraphNodes_;
      experimentalDisableCompressedTensorOptimization_ = other.experimentalDisableCompressedTensorOptimization_;
      experimentalDisableFoldingQuantizationEmulation_ = other.experimentalDisableFoldingQuantizationEmulation_;
      memoryOptimization_ = other.memoryOptimization_;
      memoryOptimizerTargetNodeNameScope_ = other.memoryOptimizerTargetNodeNameScope_;
      metaOptimizerTimeoutMs_ = other.metaOptimizerTimeoutMs_;
      autoParallel_ = other.autoParallel_ != null ? other.autoParallel_.Clone() : null;
      failOnOptimizerErrors_ = other.failOnOptimizerErrors_;
      scopedAllocatorOpts_ = other.scopedAllocatorOpts_ != null ? other.scopedAllocatorOpts_.Clone() : null;
      optimizers_ = other.optimizers_.Clone();
      customOptimizers_ = other.customOptimizers_.Clone();
      interOptimizerVerifierConfig_ = other.interOptimizerVerifierConfig_ != null ? other.interOptimizerVerifierConfig_.Clone() : null;
      postOptimizationVerifierConfig_ = other.postOptimizationVerifierConfig_ != null ? other.postOptimizationVerifierConfig_.Clone() : null;
      _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);
    }

    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public RewriterConfig Clone() {
      return new RewriterConfig(this);
    }

    /// <summary>Field number for the "cpu_layout_conversion" field.</summary>
    public const int CpuLayoutConversionFieldNumber = 50;
    private global::Tensorflow.RewriterConfig.Types.CpuLayout cpuLayoutConversion_ = global::Tensorflow.RewriterConfig.Types.CpuLayout.NoConversionOnCpu;
    /// <summary>
    /// CPU Conversion settings between NHCW and NCHW.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.CpuLayout CpuLayoutConversion {
      get { return cpuLayoutConversion_; }
      set {
        cpuLayoutConversion_ = value;
      }
    }

    /// <summary>Field number for the "layout_optimizer" field.</summary>
    public const int LayoutOptimizerFieldNumber = 1;
    private global::Tensorflow.RewriterConfig.Types.Toggle layoutOptimizer_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Optimize tensor layouts (default is ON)
    /// e.g. This will try to use NCHW layout on GPU which is faster.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle LayoutOptimizer {
      get { return layoutOptimizer_; }
      set {
        layoutOptimizer_ = value;
      }
    }

    /// <summary>Field number for the "constant_folding" field.</summary>
    public const int ConstantFoldingFieldNumber = 3;
    private global::Tensorflow.RewriterConfig.Types.Toggle constantFolding_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Fold constants (default is ON)
    /// Statically infer the value of tensors when possible, and materialize the
    /// result using constants.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ConstantFolding {
      get { return constantFolding_; }
      set {
        constantFolding_ = value;
      }
    }

    /// <summary>Field number for the "shape_optimization" field.</summary>
    public const int ShapeOptimizationFieldNumber = 13;
    private global::Tensorflow.RewriterConfig.Types.Toggle shapeOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Shape optimizations (default is ON)
    /// Simplify computations made on shapes.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ShapeOptimization {
      get { return shapeOptimization_; }
      set {
        shapeOptimization_ = value;
      }
    }

    /// <summary>Field number for the "remapping" field.</summary>
    public const int RemappingFieldNumber = 14;
    private global::Tensorflow.RewriterConfig.Types.Toggle remapping_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Remapping (default is ON)
    /// Remap subgraphs onto more efficient implementations.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle Remapping {
      get { return remapping_; }
      set {
        remapping_ = value;
      }
    }

    /// <summary>Field number for the "common_subgraph_elimination" field.</summary>
    public const int CommonSubgraphEliminationFieldNumber = 24;
    private global::Tensorflow.RewriterConfig.Types.Toggle commonSubgraphElimination_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Common subgraph elimination (default is ON)
    /// e.g. Simplify arithmetic ops; merge ops with same value (like constants).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle CommonSubgraphElimination {
      get { return commonSubgraphElimination_; }
      set {
        commonSubgraphElimination_ = value;
      }
    }

    /// <summary>Field number for the "arithmetic_optimization" field.</summary>
    public const int ArithmeticOptimizationFieldNumber = 7;
    private global::Tensorflow.RewriterConfig.Types.Toggle arithmeticOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Arithmetic optimizations (default is ON)
    /// e.g. Simplify arithmetic ops; merge ops with same value (like constants).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ArithmeticOptimization {
      get { return arithmeticOptimization_; }
      set {
        arithmeticOptimization_ = value;
      }
    }

    /// <summary>Field number for the "dependency_optimization" field.</summary>
    public const int DependencyOptimizationFieldNumber = 8;
    private global::Tensorflow.RewriterConfig.Types.Toggle dependencyOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Control dependency optimizations (default is ON).
    /// Remove redundant control dependencies, which may enable other optimization.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle DependencyOptimization {
      get { return dependencyOptimization_; }
      set {
        dependencyOptimization_ = value;
      }
    }

    /// <summary>Field number for the "loop_optimization" field.</summary>
    public const int LoopOptimizationFieldNumber = 9;
    private global::Tensorflow.RewriterConfig.Types.Toggle loopOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Loop optimizations (default is ON).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle LoopOptimization {
      get { return loopOptimization_; }
      set {
        loopOptimization_ = value;
      }
    }

    /// <summary>Field number for the "function_optimization" field.</summary>
    public const int FunctionOptimizationFieldNumber = 10;
    private global::Tensorflow.RewriterConfig.Types.Toggle functionOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Function optimizations (default is ON).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle FunctionOptimization {
      get { return functionOptimization_; }
      set {
        functionOptimization_ = value;
      }
    }

    /// <summary>Field number for the "debug_stripper" field.</summary>
    public const int DebugStripperFieldNumber = 11;
    private global::Tensorflow.RewriterConfig.Types.Toggle debugStripper_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Strips debug-related nodes from the graph (off by default).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle DebugStripper {
      get { return debugStripper_; }
      set {
        debugStripper_ = value;
      }
    }

    /// <summary>Field number for the "disable_model_pruning" field.</summary>
    public const int DisableModelPruningFieldNumber = 2;
    private bool disableModelPruning_;
    /// <summary>
    /// If true, don't remove unnecessary ops from the graph
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool DisableModelPruning {
      get { return disableModelPruning_; }
      set {
        disableModelPruning_ = value;
      }
    }

    /// <summary>Field number for the "scoped_allocator_optimization" field.</summary>
    public const int ScopedAllocatorOptimizationFieldNumber = 15;
    private global::Tensorflow.RewriterConfig.Types.Toggle scopedAllocatorOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Try to allocate some independent Op outputs contiguously in order to
    /// merge or eliminate downstream Ops (off by default).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ScopedAllocatorOptimization {
      get { return scopedAllocatorOptimization_; }
      set {
        scopedAllocatorOptimization_ = value;
      }
    }

    /// <summary>Field number for the "pin_to_host_optimization" field.</summary>
    public const int PinToHostOptimizationFieldNumber = 18;
    private global::Tensorflow.RewriterConfig.Types.Toggle pinToHostOptimization_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Force small ops onto the CPU (default is OFF).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle PinToHostOptimization {
      get { return pinToHostOptimization_; }
      set {
        pinToHostOptimization_ = value;
      }
    }

    /// <summary>Field number for the "implementation_selector" field.</summary>
    public const int ImplementationSelectorFieldNumber = 22;
    private global::Tensorflow.RewriterConfig.Types.Toggle implementationSelector_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Enable the swap of kernel implementations based on the device placement
    /// (default is ON).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ImplementationSelector {
      get { return implementationSelector_; }
      set {
        implementationSelector_ = value;
      }
    }

    /// <summary>Field number for the "auto_mixed_precision" field.</summary>
    public const int AutoMixedPrecisionFieldNumber = 23;
    private global::Tensorflow.RewriterConfig.Types.Toggle autoMixedPrecision_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Optimize data types for CUDA (default is OFF).
    /// This will try to use float16 on GPU which is faster.
    /// Note that this can change the numerical stability of the graph and may
    /// require the use of loss scaling to maintain model convergence.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle AutoMixedPrecision {
      get { return autoMixedPrecision_; }
      set {
        autoMixedPrecision_ = value;
      }
    }

    /// <summary>Field number for the "auto_mixed_precision_mkl" field.</summary>
    public const int AutoMixedPrecisionMklFieldNumber = 25;
    private global::Tensorflow.RewriterConfig.Types.Toggle autoMixedPrecisionMkl_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Optimize data types for oneDNN (default is OFF).
    /// This will try to use bfloat16 on CPUs, which is faster.
    /// Note that this can change the numerical stability of the graph.
    /// Note: this is deprecated.
    /// It is replaced by auto_mixed_precision_onednn_bfloat16
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle AutoMixedPrecisionMkl {
      get { return autoMixedPrecisionMkl_; }
      set {
        autoMixedPrecisionMkl_ = value;
      }
    }

    /// <summary>Field number for the "auto_mixed_precision_onednn_bfloat16" field.</summary>
    public const int AutoMixedPrecisionOnednnBfloat16FieldNumber = 31;
    private global::Tensorflow.RewriterConfig.Types.Toggle autoMixedPrecisionOnednnBfloat16_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Optimize data types for oneDNN (default is OFF).
    /// This will try to use bfloat16 on CPUs, which is faster.
    /// Note that this can change the numerical stability of the graph.
    /// Note: this is equivalent to the deprecated option auto_mixed_precision_mkl
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle AutoMixedPrecisionOnednnBfloat16 {
      get { return autoMixedPrecisionOnednnBfloat16_; }
      set {
        autoMixedPrecisionOnednnBfloat16_ = value;
      }
    }

    /// <summary>Field number for the "auto_mixed_precision_cpu" field.</summary>
    public const int AutoMixedPrecisionCpuFieldNumber = 29;
    private global::Tensorflow.RewriterConfig.Types.Toggle autoMixedPrecisionCpu_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Emulate a model using data type float16 on CPU (default is OFF).
    /// This will try to emulate the float16 inputs and outputs of an operator
    /// on CPU to have better correlation with float16 on GPU; however the
    /// computation in the operator is based on float32.
    /// Note that this can change the numerical stability of the graph.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle AutoMixedPrecisionCpu {
      get { return autoMixedPrecisionCpu_; }
      set {
        autoMixedPrecisionCpu_ = value;
      }
    }

    /// <summary>Field number for the "disable_meta_optimizer" field.</summary>
    public const int DisableMetaOptimizerFieldNumber = 19;
    private bool disableMetaOptimizer_;
    /// <summary>
    /// Disable the entire meta optimizer (off by default).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool DisableMetaOptimizer {
      get { return disableMetaOptimizer_; }
      set {
        disableMetaOptimizer_ = value;
      }
    }

    /// <summary>Field number for the "use_plugin_optimizers" field.</summary>
    public const int UsePluginOptimizersFieldNumber = 28;
    private global::Tensorflow.RewriterConfig.Types.Toggle usePluginOptimizers_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Optimizers registered by plugin (default is ON)
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle UsePluginOptimizers {
      get { return usePluginOptimizers_; }
      set {
        usePluginOptimizers_ = value;
      }
    }

    /// <summary>Field number for the "experimental_conditional_code_motion" field.</summary>
    public const int ExperimentalConditionalCodeMotionFieldNumber = 30;
    private global::Tensorflow.RewriterConfig.Types.Toggle experimentalConditionalCodeMotion_ = global::Tensorflow.RewriterConfig.Types.Toggle.Default;
    /// <summary>
    /// Conditional code motion (default is ON).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.Toggle ExperimentalConditionalCodeMotion {
      get { return experimentalConditionalCodeMotion_; }
      set {
        experimentalConditionalCodeMotion_ = value;
      }
    }

    /// <summary>Field number for the "meta_optimizer_iterations" field.</summary>
    public const int MetaOptimizerIterationsFieldNumber = 12;
    private global::Tensorflow.RewriterConfig.Types.NumIterationsType metaOptimizerIterations_ = global::Tensorflow.RewriterConfig.Types.NumIterationsType.DefaultNumIters;
    /// <summary>
    /// Controls how many times we run the optimizers in meta optimizer (default
    /// is once).
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public global::Tensorflow.RewriterConfig.Types.NumIterationsType MetaOptimizerIterations {
      get { return metaOptimizerIterations_; }
      set {
        metaOptimizerIterations_ = value;
      }
    }

    /// <summary>Field number for the "min_graph_nodes" field.</summary>
    public const int MinGraphNodesFieldNumber = 17;
    private int minGraphNodes_;
    /// <summary>
    /// The minimum number of nodes in a graph to optimizer. For smaller graphs,
    /// optimization is skipped.
    /// 0 means the system picks an appropriate number.
    /// &lt; 0 means do not skip optimization.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public int MinGraphNodes {
      get { return minGraphNodes_; }
      set {
        minGraphNodes_ = value;
      }
    }

    /// <summary>Field number for the "experimental_disable_compressed_tensor_optimization" field.</summary>
    public const int ExperimentalDisableCompressedTensorOptimizationFieldNumber = 26;
    private bool experimentalDisableCompressedTensorOptimization_;
    /// <summary>
    /// Disable optimizations that assume compressed tensors. Note that this flag
    /// is experimental and may be removed in the future.
    /// </summary>
    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
    public bool ExperimentalDisableCompressedTensorOptimization {
      get { return experimentalDisableCompressedTensorOptimization_; }
      set {