// <auto-generated>

// Generated by the protocol buffer compiler. DO NOT EDIT!

// source: tensorflow/compiler/xla/service/hlo.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 Xla {

/// <summary>Holder for reflection information generated from tensorflow/compiler/xla/service/hlo.proto</summary>

public static partial class HloReflection {

#region Descriptor

/// <summary>File descriptor for tensorflow/compiler/xla/service/hlo.proto</summary>

public static pbr::FileDescriptor Descriptor {

get { return descriptor; }

}

private static pbr::FileDescriptor descriptor;

static HloReflection() {

byte[] descriptorData = global::System.Convert.FromBase64String(

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"X05PTkUQABITCg9TQ0hFRFVMRV9MQVRFU1QQARIVChFTQ0hFRFVMRV9FQVJM",

"SUVTVBACKpkBChRDdXN0b21DYWxsQXBpVmVyc2lvbhIbChdBUElfVkVSU0lP",

"Tl9VTlNQRUNJRklFRBAAEhgKFEFQSV9WRVJTSU9OX09SSUdJTkFMEAESIAoc",

"QVBJX1ZFUlNJT05fU1RBVFVTX1JFVFVSTklORxACEigKJEFQSV9WRVJTSU9O",

"X1NUQVRVU19SRVRVUk5JTkdfVU5JRklFRBADKjoKBEtpbmQSEwoPVU5ERUZJ",

"TkVEX0FMSUFTEAASDQoJTUFZX0FMSUFTEAESDgoKTVVTVF9BTElBUxACQgP4",

"AQFiBnByb3RvMw=="));

descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,

new pbr::FileDescriptor[] { global::Xla.XlaDataReflection.Descriptor, },

new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Xla.CustomCallSchedule), typeof(global::Xla.CustomCallApiVersion), typeof(global::Xla.Kind), }, null, new pbr::GeneratedClrTypeInfo[] {

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloInstructionProto), global::Xla.HloInstructionProto.Parser, new[]{ "Name", "Opcode", "Shape", "Metadata", "Literal", "ParameterNumber", "FusionKind", "TupleIndex", "Dimensions", "Window", "ConvolutionDimensionNumbers", "FeatureGroupCount", "BatchGroupCount", "SliceDimensions", "ExponentBits", "MantissaBits", "DynamicSliceSizes", "PaddingConfig", "OutfeedConfig", "Distribution", "Epsilon", "FeatureIndex", "ChannelId", "InfeedConfig", "CustomCallTarget", "OutfeedShape", "DotDimensionNumbers", "FftType", "FftLength", "ComparisonDirection", "GatherDimensionNumbers", "GatherSliceSizes", "Id", "OperandIds", "ControlPredecessorIds", "CalledComputationIds", "Sharding", "BackendConfig", "ReplicaGroups", "AllReduceId", "UseGlobalDeviceIds", "IsHostTransfer", "IsStable", "ScatterDimensionNumbers", "PrecisionConfig", "SourceTargetPairs", "DomainEntrySharding", "DomainExitSharding", "ConstrainLayout", "OperandShapesWithLayout", "TriangularSolveOptions", "CholeskyOptions", "ParameterReplication", "CustomCallHasSideEffect", "CustomCallOutputOperandAliasing", "CustomCallSchedule", "Delta", "IndicesAreSorted", "FrontendAttributes", "UniqueIndices", "RngAlgorithm", "ComparisonType", "IsCrossProgramPrefetch", "PaddingType", "CustomCallApiVersion", "AsyncGroupId", "AsyncExecutionThread" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloInstructionProto.Types.SliceDimensions), global::Xla.HloInstructionProto.Types.SliceDimensions.Parser, new[]{ "Start", "Limit", "Stride" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloComputationProto), global::Xla.HloComputationProto.Parser, new[]{ "Name", "Instructions", "ProgramShape", "Id", "RootId", "IsFusionComputation", "ExecutionThread" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloScheduleProto), global::Xla.HloScheduleProto.Parser, new[]{ "Sequences" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloScheduleProto.Types.InstructionSequence), global::Xla.HloScheduleProto.Types.InstructionSequence.Parser, new[]{ "InstructionIds" }, null, null, null, null),

null, }),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloInputOutputAliasProto), global::Xla.HloInputOutputAliasProto.Parser, new[]{ "Entries" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloInputOutputAliasProto.Types.AliasEntryProto), global::Xla.HloInputOutputAliasProto.Types.AliasEntryProto.Parser, new[]{ "OutputShapeIndex", "ParameterNumber", "ParameterShapeIndex", "Kind" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DynamicParameterBindingProto), global::Xla.DynamicParameterBindingProto.Parser, new[]{ "Entries" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DynamicParameterBindingProto.Types.Binding), global::Xla.DynamicParameterBindingProto.Types.Binding.Parser, new[]{ "DynamicParamNum", "DynamicParamIndex", "TargetParamNum", "TargetParamIndex", "TargetParamDimNum" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.CrossProgramPrefetch), global::Xla.CrossProgramPrefetch.Parser, new[]{ "Parameter", "Index" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloModuleProto), global::Xla.HloModuleProto.Parser, new[]{ "Name", "EntryComputationName", "EntryComputationId", "Computations", "HostProgramShape", "Id", "Schedule", "InputOutputAlias", "DynamicParameterBinding", "CrossProgramPrefetches", "IsDynamic", "SpmdOutputSharding", "SpmdParametersShardings", "UseAutoSpmdPartitioning", "ProfileInfo", "DeviceAssignment" }, null, new[]{ typeof(global::Xla.HloModuleProto.Types.ProfileType) }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloModuleProto.Types.ProfileInfo), global::Xla.HloModuleProto.Types.ProfileInfo.Parser, new[]{ "ProfileType", "RelativeSpeedup", "ProfileSource", "CompilationEvent" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.LogicalBufferProto), global::Xla.LogicalBufferProto.Parser, new[]{ "Id", "Size", "DefinedAt", "Color" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.LogicalBufferProto.Types.Location), global::Xla.LogicalBufferProto.Types.Location.Parser, new[]{ "ComputationName", "InstructionName", "InstructionId", "ShapeIndex" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.BufferAllocationProto), global::Xla.BufferAllocationProto.Parser, new[]{ "Index", "Size", "IsThreadLocal", "IsTuple", "IsEntryComputationParameter", "IsConstant", "ParameterNumber", "ParameterShapeIndex", "MaybeLiveOut", "Color", "Assigned" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.BufferAllocationProto.Types.Assigned), global::Xla.BufferAllocationProto.Types.Assigned.Parser, new[]{ "LogicalBufferId", "Offset", "Size" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HeapSimulatorTrace), global::Xla.HeapSimulatorTrace.Parser, new[]{ "Events", "WholeModuleSimulation", "BufferAllocationIndex" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HeapSimulatorTrace.Types.Event), global::Xla.HeapSimulatorTrace.Types.Event.Parser, new[]{ "Kind", "BufferId", "ComputationName", "InstructionName", "ShareWithCanonicalId" }, null, new[]{ typeof(global::Xla.HeapSimulatorTrace.Types.Event.Types.Kind) }, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloModuleGroupProto), global::Xla.HloModuleGroupProto.Parser, new[]{ "Name", "HloModules" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.BufferAssignmentProto), global::Xla.BufferAssignmentProto.Parser, new[]{ "LogicalBuffers", "BufferAliases", "BufferAllocations", "HeapSimulatorTraces" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.BufferAssignmentProto.Types.BufferAlias), global::Xla.BufferAssignmentProto.Types.BufferAlias.Parser, new[]{ "SourceBufferId", "Location" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloProto), global::Xla.HloProto.Parser, new[]{ "HloModule", "BufferAssignment" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloSnapshot), global::Xla.HloSnapshot.Parser, new[]{ "Hlo", "Arguments", "Result", "ExecutionPlatform" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloModuleMetadataProto), global::Xla.HloModuleMetadataProto.Parser, new[]{ "CanonicalModuleId", "ModuleGroupName", "OriginalModuleId", "PartitionedModuleIds", "PassMetadata" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.HloPassMetadata), global::Xla.HloPassMetadata.Parser, new[]{ "PassId", "PassName", "PipelineName", "DumpFilenames", "ModuleChanged", "ModuleId", "ModuleGroupModuleIds", "StartTimestampUsec", "EndTimestampUsec" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.EntryFunctionAttributes), global::Xla.EntryFunctionAttributes.Parser, new[]{ "Buffers", "ResultXlaShape" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.EntryFunctionAttributes.Types.ShapeIndex), global::Xla.EntryFunctionAttributes.Types.ShapeIndex.Parser, new[]{ "Indices" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.EntryFunctionAttributes.Types.BufferParameterAttributes), global::Xla.EntryFunctionAttributes.Types.BufferParameterAttributes.Parser, new[]{ "LmhloParams", "LmhloParamsPresent", "LmhloParamShapeIndex", "LmhloConstantName", "LmhloMustAlias", "LmhloOutputIndex" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.XlaRuntimeExecutableProto), global::Xla.XlaRuntimeExecutableProto.Parser, new[]{ "HloModuleProto", "EntryFuncAttrs", "ObjFile", "MlirModule" }, null, null, null, null)

}));

}

#endregion

}

#region Enums

public enum CustomCallSchedule {

[pbr::OriginalName("SCHEDULE_NONE")] ScheduleNone = 0,

[pbr::OriginalName("SCHEDULE_LATEST")] ScheduleLatest = 1,

[pbr::OriginalName("SCHEDULE_EARLIEST")] ScheduleEarliest = 2,

}

/// <summary>

/// The version of the API used by the custom call function. The signatures for

/// each version are given below.

/// TODO(b/189822916): Remove this enum when all clients are migrated to the

/// status-returning API.

/// </summary>

public enum CustomCallApiVersion {

[pbr::OriginalName("API_VERSION_UNSPECIFIED")] ApiVersionUnspecified = 0,

/// <summary>

/// The first version of the API, with the following signatures:

///

/// CPU:

/// void do_custom_call(void* out, const void** in);

///

/// GPU:

/// void do_custom_call(CUstream stream, void** buffers,

/// const char* opaque, size_t opaque_len);

/// </summary>

[pbr::OriginalName("API_VERSION_ORIGINAL")] ApiVersionOriginal = 1,

/// <summary>

/// When the ability to return success/failure status was added:

///

/// CPU:

/// void do_custom_call(void* out, const void** in,

/// XlaCustomCallStatus* status);

///

/// GPU:

/// void do_custom_call(CUstream stream, void** buffers,

/// const char* opaque, size_t opaque_len,

/// XlaCustomCallStatus* status);

/// </summary>

[pbr::OriginalName("API_VERSION_STATUS_RETURNING")] ApiVersionStatusReturning = 2,

/// <summary>

/// Fixes the API signatures on the CPU side of the version STATUS_RETURNING by

/// adding the opaque string so that the custom call API is consistent across

/// CPUs and GPUs. For GPUs, the behaviors invoked by

/// API_VERSION_STATUS_RETURNING and API_VERSION_STATUS_RETURNING_UNIFIED are

/// the same.

///

/// CPU:

/// void do_custom_call(void* out, const void** in,

/// const char* opaque, size_t opaque_len,

/// XlaCustomCallStatus* status);

///

/// GPU:

/// void do_custom_call(CUstream stream, void** buffers,

/// const char* opaque, size_t opaque_len,

/// XlaCustomCallStatus* status);

/// </summary>

[pbr::OriginalName("API_VERSION_STATUS_RETURNING_UNIFIED")] ApiVersionStatusReturningUnified = 3,

}

public enum Kind {

/// <summary>

/// Define a UNDEFINED_ALIAS equal to zero to get around the default-0 proto3

/// behavior and missing has_*() APIs.

/// </summary>

[pbr::OriginalName("UNDEFINED_ALIAS")] UndefinedAlias = 0,

/// <summary>

/// The buffers may or may not alias at runtime.

/// </summary>

[pbr::OriginalName("MAY_ALIAS")] MayAlias = 1,

/// <summary>

/// The buffers must alias at runtime.

/// </summary>

[pbr::OriginalName("MUST_ALIAS")] MustAlias = 2,

}

#endregion

#region Messages

/// <summary>

/// Serialization of HloInstruction.

/// Next ID: 80

/// </summary>

public sealed partial class HloInstructionProto : pb::IMessage<HloInstructionProto>

#if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE

, pb::IBufferMessage

#endif

{

private static readonly pb::MessageParser<HloInstructionProto> _parser = new pb::MessageParser<HloInstructionProto>(() => new HloInstructionProto());

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public static pb::MessageParser<HloInstructionProto> Parser { get { return _parser; } }

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public static pbr::MessageDescriptor Descriptor {

get { return global::Xla.HloReflection.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 HloInstructionProto() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public HloInstructionProto(HloInstructionProto other) : this() {

name_ = other.name_;

opcode_ = other.opcode_;

shape_ = other.shape_ != null ? other.shape_.Clone() : null;

metadata_ = other.metadata_ != null ? other.metadata_.Clone() : null;

literal_ = other.literal_ != null ? other.literal_.Clone() : null;

parameterNumber_ = other.parameterNumber_;

fusionKind_ = other.fusionKind_;

tupleIndex_ = other.tupleIndex_;

dimensions_ = other.dimensions_.Clone();

window_ = other.window_ != null ? other.window_.Clone() : null;

convolutionDimensionNumbers_ = other.convolutionDimensionNumbers_ != null ? other.convolutionDimensionNumbers_.Clone() : null;

featureGroupCount_ = other.featureGroupCount_;

batchGroupCount_ = other.batchGroupCount_;

sliceDimensions_ = other.sliceDimensions_.Clone();

exponentBits_ = other.exponentBits_;

mantissaBits_ = other.mantissaBits_;

dynamicSliceSizes_ = other.dynamicSliceSizes_.Clone();

paddingConfig_ = other.paddingConfig_ != null ? other.paddingConfig_.Clone() : null;

outfeedConfig_ = other.outfeedConfig_;

distribution_ = other.distribution_;

epsilon_ = other.epsilon_;

featureIndex_ = other.featureIndex_;

channelId_ = other.channelId_;

infeedConfig_ = other.infeedConfig_;

customCallTarget_ = other.customCallTarget_;

outfeedShape_ = other.outfeedShape_ != null ? other.outfeedShape_.Clone() : null;

dotDimensionNumbers_ = other.dotDimensionNumbers_ != null ? other.dotDimensionNumbers_.Clone() : null;

fftType_ = other.fftType_;

fftLength_ = other.fftLength_.Clone();

comparisonDirection_ = other.comparisonDirection_;

gatherDimensionNumbers_ = other.gatherDimensionNumbers_ != null ? other.gatherDimensionNumbers_.Clone() : null;

gatherSliceSizes_ = other.gatherSliceSizes_.Clone();

id_ = other.id_;

operandIds_ = other.operandIds_.Clone();

controlPredecessorIds_ = other.controlPredecessorIds_.Clone();

calledComputationIds_ = other.calledComputationIds_.Clone();

sharding_ = other.sharding_ != null ? other.sharding_.Clone() : null;

backendConfig_ = other.backendConfig_;

replicaGroups_ = other.replicaGroups_.Clone();

allReduceId_ = other.allReduceId_;

useGlobalDeviceIds_ = other.useGlobalDeviceIds_;

isHostTransfer_ = other.isHostTransfer_;

isStable_ = other.isStable_;

scatterDimensionNumbers_ = other.scatterDimensionNumbers_ != null ? other.scatterDimensionNumbers_.Clone() : null;

precisionConfig_ = other.precisionConfig_ != null ? other.precisionConfig_.Clone() : null;

sourceTargetPairs_ = other.sourceTargetPairs_.Clone();

domainEntrySharding_ = other.domainEntrySharding_ != null ? other.domainEntrySharding_.Clone() : null;

domainExitSharding_ = other.domainExitSharding_ != null ? other.domainExitSharding_.Clone() : null;

constrainLayout_ = other.constrainLayout_;

operandShapesWithLayout_ = other.operandShapesWithLayout_.Clone();

triangularSolveOptions_ = other.triangularSolveOptions_ != null ? other.triangularSolveOptions_.Clone() : null;

choleskyOptions_ = other.choleskyOptions_ != null ? other.choleskyOptions_.Clone() : null;

parameterReplication_ = other.parameterReplication_ != null ? other.parameterReplication_.Clone() : null;

customCallHasSideEffect_ = other.customCallHasSideEffect_;

customCallOutputOperandAliasing_ = other.customCallOutputOperandAliasing_.Clone();

customCallSchedule_ = other.customCallSchedule_;

delta_ = other.delta_;

indicesAreSorted_ = other.indicesAreSorted_;

frontendAttributes_ = other.frontendAttributes_ != null ? other.frontendAttributes_.Clone() : null;

uniqueIndices_ = other.uniqueIndices_;

rngAlgorithm_ = other.rngAlgorithm_;

comparisonType_ = other.comparisonType_;

isCrossProgramPrefetch_ = other.isCrossProgramPrefetch_;

paddingType_ = other.paddingType_;

customCallApiVersion_ = other.customCallApiVersion_;

asyncGroupId_ = other.asyncGroupId_;

asyncExecutionThread_ = other.asyncExecutionThread_;

_unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public HloInstructionProto Clone() {

return new HloInstructionProto(this);

}

/// <summary>Field number for the "name" field.</summary>

public const int NameFieldNumber = 1;

private string name_ = "";

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public string Name {

get { return name_; }

set {

name_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "opcode" field.</summary>

public const int OpcodeFieldNumber = 2;

private string opcode_ = "";

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public string Opcode {

get { return opcode_; }

set {

opcode_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "shape" field.</summary>

public const int ShapeFieldNumber = 3;

private global::Xla.ShapeProto shape_;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.ShapeProto Shape {

get { return shape_; }

set {

shape_ = value;

}

}

/// <summary>Field number for the "metadata" field.</summary>

public const int MetadataFieldNumber = 7;

private global::Xla.OpMetadata metadata_;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.OpMetadata Metadata {

get { return metadata_; }

set {

metadata_ = value;

}

}

/// <summary>Field number for the "literal" field.</summary>

public const int LiteralFieldNumber = 8;

private global::Xla.LiteralProto literal_;

/// <summary>

/// Literal, only present for kConstant.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.LiteralProto Literal {

get { return literal_; }

set {

literal_ = value;

}

}

/// <summary>Field number for the "parameter_number" field.</summary>

public const int ParameterNumberFieldNumber = 9;

private long parameterNumber_;

/// <summary>

/// Parameter number is only present for kParameter.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long ParameterNumber {

get { return parameterNumber_; }

set {

parameterNumber_ = value;

}

}

/// <summary>Field number for the "fusion_kind" field.</summary>

public const int FusionKindFieldNumber = 11;

private string fusionKind_ = "";

/// <summary>

/// Fusion state, only present for kFusion.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public string FusionKind {

get { return fusionKind_; }

set {

fusionKind_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "tuple_index" field.</summary>

public const int TupleIndexFieldNumber = 13;

private long tupleIndex_;

/// <summary>

/// Index for kGetTupleElement.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long TupleIndex {

get { return tupleIndex_; }

set {

tupleIndex_ = value;

}

}

/// <summary>Field number for the "dimensions" field.</summary>

public const int DimensionsFieldNumber = 14;

private static readonly pb::FieldCodec<long> _repeated_dimensions_codec

= pb::FieldCodec.ForInt64(114);

private readonly pbc::RepeatedField<long> dimensions_ = new pbc::RepeatedField<long>();

/// <summary>

/// Dimensions present for some operations that require reshaping or

/// broadcasting, including Reshape, Reduce, ReduceWindow, and Reverse.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> Dimensions {

get { return dimensions_; }

}

/// <summary>Field number for the "window" field.</summary>

public const int WindowFieldNumber = 15;

private global::Xla.Window window_;

/// <summary>

/// Describes the window in a windowed operation such as convolution.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.Window Window {

get { return window_; }

set {

window_ = value;

}

}

/// <summary>Field number for the "convolution_dimension_numbers" field.</summary>

public const int ConvolutionDimensionNumbersFieldNumber = 16;

private global::Xla.ConvolutionDimensionNumbers convolutionDimensionNumbers_;

/// <summary>

/// Describes the dimension numbers used for a convolution.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.ConvolutionDimensionNumbers ConvolutionDimensionNumbers {

get { return convolutionDimensionNumbers_; }

set {

convolutionDimensionNumbers_ = value;

}

}

/// <summary>Field number for the "feature_group_count" field.</summary>

public const int FeatureGroupCountFieldNumber = 50;

private long featureGroupCount_;

/// <summary>

/// The number of feature groups. Used for a convolution. Must be a divisor of

/// the input feature dimension and output feature dimension. If not specified,

/// it will use a default value of 1.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long FeatureGroupCount {

get { return featureGroupCount_; }

set {

featureGroupCount_ = value;

}

}

/// <summary>Field number for the "batch_group_count" field.</summary>

public const int BatchGroupCountFieldNumber = 58;

private long batchGroupCount_;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long BatchGroupCount {

get { return batchGroupCount_; }

set {

batchGroupCount_ = value;

}

}

/// <summary>Field number for the "slice_dimensions" field.</summary>

public const int SliceDimensionsFieldNumber = 17;

private static readonly pb::FieldCodec<global::Xla.HloInstructionProto.Types.SliceDimensions> _repeated_sliceDimensions_codec

= pb::FieldCodec.ForMessage(138, global::Xla.HloInstructionProto.Types.SliceDimensions.Parser);

private readonly pbc::RepeatedField<global::Xla.HloInstructionProto.Types.SliceDimensions> sliceDimensions_ = new pbc::RepeatedField<global::Xla.HloInstructionProto.Types.SliceDimensions>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<global::Xla.HloInstructionProto.Types.SliceDimensions> SliceDimensions {

get { return sliceDimensions_; }

}

/// <summary>Field number for the "exponent_bits" field.</summary>

public const int ExponentBitsFieldNumber = 18;

private int exponentBits_;

/// <summary>

/// The bit sizes for a reduce-precision operation.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public int ExponentBits {

get { return exponentBits_; }

set {

exponentBits_ = value;

}

}

/// <summary>Field number for the "mantissa_bits" field.</summary>

public const int MantissaBitsFieldNumber = 19;

private int mantissaBits_;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public int MantissaBits {

get { return mantissaBits_; }

set {

mantissaBits_ = value;

}

}

/// <summary>Field number for the "dynamic_slice_sizes" field.</summary>

public const int DynamicSliceSizesFieldNumber = 20;

private static readonly pb::FieldCodec<long> _repeated_dynamicSliceSizes_codec

= pb::FieldCodec.ForInt64(162);

private readonly pbc::RepeatedField<long> dynamicSliceSizes_ = new pbc::RepeatedField<long>();

/// <summary>

/// Describes the [start, start + size) range size for a dynamic slice

/// ('start' is specified dynamically in the second operand of the operation).

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> DynamicSliceSizes {

get { return dynamicSliceSizes_; }

}

/// <summary>Field number for the "padding_config" field.</summary>

public const int PaddingConfigFieldNumber = 21;

private global::Xla.PaddingConfig paddingConfig_;

/// <summary>

/// The padding configuration that describes the edge padding and interior

/// padding of this pad instruction. Only set for pad instructions.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.PaddingConfig PaddingConfig {

get { return paddingConfig_; }

set {

paddingConfig_ = value;

}

}

/// <summary>Field number for the "outfeed_config" field.</summary>

public const int OutfeedConfigFieldNumber = 22;

private pb::ByteString outfeedConfig_ = pb::ByteString.Empty;

/// <summary>

/// Outfeed configuration information, only present for kOutfeed.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pb::ByteString OutfeedConfig {

get { return outfeedConfig_; }

set {

outfeedConfig_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "distribution" field.</summary>

public const int DistributionFieldNumber = 23;

private global::Xla.RandomDistribution distribution_ = global::Xla.RandomDistribution.RngInvalid;

/// <summary>

/// The distribution requested for random number generation.

/// Only present for kRng.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.RandomDistribution Distribution {

get { return distribution_; }

set {

distribution_ = value;

}

}

/// <summary>Field number for the "epsilon" field.</summary>

public const int EpsilonFieldNumber = 24;

private float epsilon_;

/// <summary>

/// A small float number added to the variance to avoid divide-by-zero error.

/// Only present for kBatchNormTraining, kBatchNormInference, and

/// kBatchNormGrad.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public float Epsilon {

get { return epsilon_; }

set {

epsilon_ = value;

}

}

/// <summary>Field number for the "feature_index" field.</summary>

public const int FeatureIndexFieldNumber = 25;

private long featureIndex_;

/// <summary>

/// An integer value representing the index of the feature dimension.

/// Only present for kBatchNormTraining, kBatchNormInference, and

/// kBatchNormGrad.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long FeatureIndex {

get { return featureIndex_; }

set {

featureIndex_ = value;

}

}

/// <summary>Field number for the "channel_id" field.</summary>

public const int ChannelIdFieldNumber = 26;

private long channelId_;

/// <summary>

/// Represents a unique identifier for each Send/Recv instruction pair or

/// optionally for collective instructions (AllReduce, CollectivePermute,

/// AllToAll). Non-positive channel_id is equivalent to no channel id.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long ChannelId {

get { return channelId_; }

set {

channelId_ = value;

}

}

/// <summary>Field number for the "infeed_config" field.</summary>

public const int InfeedConfigFieldNumber = 27;

private pb::ByteString infeedConfig_ = pb::ByteString.Empty;

/// <summary>

/// The string representation of the infeed configuration.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pb::ByteString InfeedConfig {

get { return infeedConfig_; }

set {

infeedConfig_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "custom_call_target" field.</summary>

public const int CustomCallTargetFieldNumber = 28;

private string customCallTarget_ = "";

/// <summary>

/// Name of a external target (eg, global symbol) to call, only present for

/// kCustomCall.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public string CustomCallTarget {

get { return customCallTarget_; }

set {

customCallTarget_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "outfeed_shape" field.</summary>

public const int OutfeedShapeFieldNumber = 29;

private global::Xla.ShapeProto outfeedShape_;

/// <summary>

/// Shape of outfeed request.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.ShapeProto OutfeedShape {

get { return outfeedShape_; }

set {

outfeedShape_ = value;

}

}

/// <summary>Field number for the "dot_dimension_numbers" field.</summary>

public const int DotDimensionNumbersFieldNumber = 30;

private global::Xla.DotDimensionNumbers dotDimensionNumbers_;

/// <summary>

/// Describes the dimension numbers used for a dot operation

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.DotDimensionNumbers DotDimensionNumbers {

get { return dotDimensionNumbers_; }

set {

dotDimensionNumbers_ = value;

}

}

/// <summary>Field number for the "fft_type" field.</summary>

public const int FftTypeFieldNumber = 31;

private global::Xla.FftType fftType_ = global::Xla.FftType.Fft;

/// <summary>

/// FFT type (FFT, IFFT, etc).

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.FftType FftType {

get { return fftType_; }

set {

fftType_ = value;

}

}

/// <summary>Field number for the "fft_length" field.</summary>

public const int FftLengthFieldNumber = 32;

private static readonly pb::FieldCodec<long> _repeated_fftLength_codec

= pb::FieldCodec.ForInt64(258);

private readonly pbc::RepeatedField<long> fftLength_ = new pbc::RepeatedField<long>();

/// <summary>

/// FFT length.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> FftLength {

get { return fftLength_; }

}

/// <summary>Field number for the "comparison_direction" field.</summary>

public const int ComparisonDirectionFieldNumber = 63;

private string comparisonDirection_ = "";

/// <summary>

/// Comparison direction only used for kCompare.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public string ComparisonDirection {

get { return comparisonDirection_; }

set {

comparisonDirection_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "gather_dimension_numbers" field.</summary>

public const int GatherDimensionNumbersFieldNumber = 33;

private global::Xla.GatherDimensionNumbers gatherDimensionNumbers_;

/// <summary>

/// Gather dimension numbers.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.GatherDimensionNumbers GatherDimensionNumbers {

get { return gatherDimensionNumbers_; }

set {

gatherDimensionNumbers_ = value;

}

}

/// <summary>Field number for the "gather_slice_sizes" field.</summary>

public const int GatherSliceSizesFieldNumber = 34;

private static readonly pb::FieldCodec<long> _repeated_gatherSliceSizes_codec

= pb::FieldCodec.ForInt64(274);

private readonly pbc::RepeatedField<long> gatherSliceSizes_ = new pbc::RepeatedField<long>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> GatherSliceSizes {

get { return gatherSliceSizes_; }

}

/// <summary>Field number for the "id" field.</summary>

public const int IdFieldNumber = 35;

private long id_;

/// <summary>

/// The id of this instruction.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long Id {

get { return id_; }

set {

id_ = value;

}

}

/// <summary>Field number for the "operand_ids" field.</summary>

public const int OperandIdsFieldNumber = 36;

private static readonly pb::FieldCodec<long> _repeated_operandIds_codec

= pb::FieldCodec.ForInt64(290);

private readonly pbc::RepeatedField<long> operandIds_ = new pbc::RepeatedField<long>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> OperandIds {

get { return operandIds_; }

}

/// <summary>Field number for the "control_predecessor_ids" field.</summary>

public const int ControlPredecessorIdsFieldNumber = 37;

private static readonly pb::FieldCodec<long> _repeated_controlPredecessorIds_codec

= pb::FieldCodec.ForInt64(298);

private readonly pbc::RepeatedField<long> controlPredecessorIds_ = new pbc::RepeatedField<long>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> ControlPredecessorIds {

get { return controlPredecessorIds_; }

}

/// <summary>Field number for the "called_computation_ids" field.</summary>

public const int CalledComputationIdsFieldNumber = 38;

private static readonly pb::FieldCodec<long> _repeated_calledComputationIds_codec

= pb::FieldCodec.ForInt64(306);

private readonly pbc::RepeatedField<long> calledComputationIds_ = new pbc::RepeatedField<long>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<long> CalledComputationIds {

get { return calledComputationIds_; }

}

/// <summary>Field number for the "sharding" field.</summary>

public const int ShardingFieldNumber = 40;

private global::Xla.OpSharding sharding_;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public global::Xla.OpSharding Sharding {

get { return sharding_; }

set {

sharding_ = value;

}

}

/// <summary>Field number for the "backend_config" field.</summary>

public const int BackendConfigFieldNumber = 43;

private pb::ByteString backendConfig_ = pb::ByteString.Empty;

/// <summary>

/// Backend configuration for the instruction. Has backend-specific meaning.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pb::ByteString BackendConfig {

get { return backendConfig_; }

set {

backendConfig_ = pb::ProtoPreconditions.CheckNotNull(value, "value");

}

}

/// <summary>Field number for the "replica_groups" field.</summary>

public const int ReplicaGroupsFieldNumber = 49;

private static readonly pb::FieldCodec<global::Xla.ReplicaGroup> _repeated_replicaGroups_codec

= pb::FieldCodec.ForMessage(394, global::Xla.ReplicaGroup.Parser);

private readonly pbc::RepeatedField<global::Xla.ReplicaGroup> replicaGroups_ = new pbc::RepeatedField<global::Xla.ReplicaGroup>();

/// <summary>

/// Cross replica op fields.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public pbc::RepeatedField<global::Xla.ReplicaGroup> ReplicaGroups {

get { return replicaGroups_; }

}

/// <summary>Field number for the "all_reduce_id" field.</summary>

public const int AllReduceIdFieldNumber = 45;

private long allReduceId_;

/// <summary>

/// Deprecated, but keeping it for backward compatibility. Use channel_id.

/// Non-positive all_reduce_id is equivalent to no all_reduce_id.

/// </summary>

[global::System.ObsoleteAttribute]

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public long AllReduceId {

get { return allReduceId_; }

set {

allReduceId_ = value;

}

}

/// <summary>Field number for the "use_global_device_ids" field.</summary>

public const int UseGlobalDeviceIdsFieldNumber = 71;

private bool useGlobalDeviceIds_;

/// <summary>

/// If true, interprets ids in ReplicaGroup as global device ids, which is

/// a linearized id of `replica_id * partition_count + partition_id`.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]

public bool UseGlobalDeviceIds {

get { return useGlobalDeviceIds_; }