// <auto-generated>

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

// source: tensorflow/compiler/xla/xla_data.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/xla_data.proto</summary>

public static partial class XlaDataReflection {

#region Descriptor

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

public static pbr::FileDescriptor Descriptor {

get { return descriptor; }

}

private static pbr::FileDescriptor descriptor;

static XlaDataReflection() {

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

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descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,

new pbr::FileDescriptor[] { },

new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Xla.PrimitiveType), typeof(global::Xla.DimLevelType), typeof(global::Xla.ProfileType), typeof(global::Xla.ProfileSource), typeof(global::Xla.CompilationEvent), typeof(global::Xla.PaddingType), typeof(global::Xla.FftType), typeof(global::Xla.RandomDistribution), typeof(global::Xla.RandomAlgorithm), }, null, new pbr::GeneratedClrTypeInfo[] {

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.PaddingConfig), global::Xla.PaddingConfig.Parser, new[]{ "Dimensions" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.PaddingConfig.Types.PaddingConfigDimension), global::Xla.PaddingConfig.Types.PaddingConfigDimension.Parser, new[]{ "EdgePaddingLow", "EdgePaddingHigh", "InteriorPadding" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.TileProto), global::Xla.TileProto.Parser, new[]{ "Dimensions" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.LayoutProto), global::Xla.LayoutProto.Parser, new[]{ "DimLevelTypes", "MinorToMajor", "Tiles", "ElementSizeInBits", "MemorySpace", "PhysicalShape" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ShapeProto), global::Xla.ShapeProto.Parser, new[]{ "ElementType", "Dimensions", "TupleShapes", "Layout", "IsDynamicDimension" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ProgramShapeProto), global::Xla.ProgramShapeProto.Parser, new[]{ "Parameters", "Result", "ParameterNames" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ComputationStats), global::Xla.ComputationStats.Parser, new[]{ "FlopCount", "TranscendentalCount" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.OpMetadata), global::Xla.OpMetadata.Parser, new[]{ "OpType", "OpName", "SourceFile", "SourceLine", "ProfileType", "CreationPassId", "LogicalCreationPassId", "SizeOfGeneratedCodeInBytes", "SizeOfMemoryWorkingSetInBytes", "ProfileInfo" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.OpMetadata.Types.ProfileInfo), global::Xla.OpMetadata.Types.ProfileInfo.Parser, new[]{ "ProfileType", "RelativeSpeedup", "ProfileSource", "CompilationEvent" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ExecutionProfile), global::Xla.ExecutionProfile.Parser, new[]{ "CompilationCacheHit", "CompileTimeMs", "ComputeCycleCount", "ComputeTimeNs", "ComputeAndTransferTimeNs", "ExecutableSizeInBytes", "ProfileCacheHit" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ExecutionHandle), global::Xla.ExecutionHandle.Parser, new[]{ "Handle" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.GlobalDataHandle), global::Xla.GlobalDataHandle.Parser, new[]{ "Handle" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DeviceHandle), global::Xla.DeviceHandle.Parser, new[]{ "Handle", "DeviceCount" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ChannelHandle), global::Xla.ChannelHandle.Parser, new[]{ "Handle", "Type" }, null, new[]{ typeof(global::Xla.ChannelHandle.Types.ChannelType) }, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DeviceAssignmentProto), global::Xla.DeviceAssignmentProto.Parser, new[]{ "ReplicaCount", "ComputationCount", "ComputationDevices" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DeviceAssignmentProto.Types.ComputationDevice), global::Xla.DeviceAssignmentProto.Types.ComputationDevice.Parser, new[]{ "ReplicaDeviceIds" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.LiteralProto), global::Xla.LiteralProto.Parser, new[]{ "Shape", "Preds", "S8S", "U8S", "S32S", "S64S", "U32S", "U64S", "F32S", "F64S", "C64S", "C128S", "TupleLiterals", "F16S", "Bf16S", "U16S", "S16S", "SparseIndices" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.WindowDimension), global::Xla.WindowDimension.Parser, new[]{ "Size", "Stride", "PaddingLow", "PaddingHigh", "WindowDilation", "BaseDilation", "WindowReversal" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.Window), global::Xla.Window.Parser, new[]{ "Dimensions" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.GatherDimensionNumbers), global::Xla.GatherDimensionNumbers.Parser, new[]{ "OffsetDims", "CollapsedSliceDims", "StartIndexMap", "IndexVectorDim" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ScatterDimensionNumbers), global::Xla.ScatterDimensionNumbers.Parser, new[]{ "UpdateWindowDims", "InsertedWindowDims", "ScatterDimsToOperandDims", "IndexVectorDim" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ConvolutionDimensionNumbers), global::Xla.ConvolutionDimensionNumbers.Parser, new[]{ "InputBatchDimension", "InputFeatureDimension", "InputSpatialDimensions", "KernelInputFeatureDimension", "KernelOutputFeatureDimension", "KernelSpatialDimensions", "OutputBatchDimension", "OutputFeatureDimension", "OutputSpatialDimensions" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.DotDimensionNumbers), global::Xla.DotDimensionNumbers.Parser, new[]{ "LhsContractingDimensions", "RhsContractingDimensions", "LhsBatchDimensions", "RhsBatchDimensions" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.TriangularSolveOptions), global::Xla.TriangularSolveOptions.Parser, new[]{ "LeftSide", "Lower", "UnitDiagonal", "TransposeA" }, null, new[]{ typeof(global::Xla.TriangularSolveOptions.Types.Transpose) }, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.CholeskyOptions), global::Xla.CholeskyOptions.Parser, new[]{ "Lower" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.FrontendAttributes), global::Xla.FrontendAttributes.Parser, new[]{ "Map" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { null, }),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.OpSharding), global::Xla.OpSharding.Parser, new[]{ "Type", "TileShape", "TileAssignmentDimensions", "TileAssignmentDevices", "TupleShardings", "ReplicateOnLastTileDim", "Metadata", "LastTileDims" }, null, new[]{ typeof(global::Xla.OpSharding.Types.Type) }, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ReplicaGroup), global::Xla.ReplicaGroup.Parser, new[]{ "ReplicaIds" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.SourceTarget), global::Xla.SourceTarget.Parser, new[]{ "Source", "Target" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.PrecisionConfig), global::Xla.PrecisionConfig.Parser, new[]{ "OperandPrecision" }, null, new[]{ typeof(global::Xla.PrecisionConfig.Types.Precision) }, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.ParameterReplication), global::Xla.ParameterReplication.Parser, new[]{ "ReplicatedAtLeafBuffers" }, null, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.WhileLoopBackendConfig), global::Xla.WhileLoopBackendConfig.Parser, new[]{ "KnownTripCount" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Xla.WhileLoopBackendConfig.Types.KnownTripCount), global::Xla.WhileLoopBackendConfig.Types.KnownTripCount.Parser, new[]{ "N" }, null, null, null, null)}),

new pbr::GeneratedClrTypeInfo(typeof(global::Xla.CustomCallOutputOperandAliasing), global::Xla.CustomCallOutputOperandAliasing.Parser, new[]{ "OutputShapeIndex", "OperandIndex", "OperandShapeIndex" }, null, null, null, null)

}));

}

#endregion

}

#region Enums

/// <summary>

/// Primitive types are the individual values that can be held in rectangular

/// multidimensional arrays. A description of the rectangular multidimensional

/// array dimensions / primitive type is given by Shape, below.

///

/// LINT.IfChange

/// </summary>

public enum PrimitiveType {

/// <summary>

/// Invalid primitive type to serve as default.

/// </summary>

[pbr::OriginalName("PRIMITIVE_TYPE_INVALID")] Invalid = 0,

/// <summary>

/// Predicates are two-state booleans.

/// </summary>

[pbr::OriginalName("PRED")] Pred = 1,

/// <summary>

/// Signed integral values of fixed width.

/// </summary>

[pbr::OriginalName("S8")] S8 = 2,

[pbr::OriginalName("S16")] S16 = 3,

[pbr::OriginalName("S32")] S32 = 4,

[pbr::OriginalName("S64")] S64 = 5,

/// <summary>

/// Unsigned integral values of fixed width.

/// </summary>

[pbr::OriginalName("U8")] U8 = 6,

[pbr::OriginalName("U16")] U16 = 7,

[pbr::OriginalName("U32")] U32 = 8,

[pbr::OriginalName("U64")] U64 = 9,

/// <summary>

/// Floating-point values of fixed width.

///

/// Note: if f16s are not natively supported on the device, they will be

/// converted to f16 from f32 at arbirary points in the computation.

/// </summary>

[pbr::OriginalName("F16")] F16 = 10,

[pbr::OriginalName("F32")] F32 = 11,

/// <summary>

/// Truncated 16 bit floating-point format. This is similar to IEEE's 16 bit

/// floating-point format, but uses 1 bit for the sign, 8 bits for the exponent

/// and 7 bits for the mantissa.

/// </summary>

[pbr::OriginalName("BF16")] Bf16 = 16,

[pbr::OriginalName("F64")] F64 = 12,

/// <summary>

/// Complex values of fixed width.

/// </summary>

[pbr::OriginalName("C64")] C64 = 15,

/// <summary>

/// Paired F64 (real, imag), as in std::complex&lt;double>.

/// </summary>

[pbr::OriginalName("C128")] C128 = 18,

/// <summary>

/// A tuple is a polymorphic sequence; e.g. a shape that holds different

/// sub-shapes. They are used for things like returning multiple values from a

/// computation; e.g. a computation that returns weights and biases may have a

/// signature that results in a tuple like (f32[784x2000], f32[2000])

///

/// If a shape proto has the tuple element type, it may not have any entries

/// in the dimensions field.

/// </summary>

[pbr::OriginalName("TUPLE")] Tuple = 13,

/// <summary>

/// An opaque type used for passing context-specific data to a custom

/// operation. Shapes of this primitive type will have empty dimensions and

/// tuple_shapes fields.

///

/// (OPAQUE would be a better name for this identifier, but that conflicts with

/// a macro defined in windows.h.)

/// </summary>

[pbr::OriginalName("OPAQUE_TYPE")] OpaqueType = 14,

/// <summary>

/// A token type threaded between side-effecting operations. Shapes of this

/// primitive type will have empty dimensions and tuple_shapes fields.

/// </summary>

[pbr::OriginalName("TOKEN")] Token = 17,

}

/// <summary>

/// A DimLevelType indicates the encoding method for a dimension in an array.

/// The semantics of this field are identical to those of the MLIR SparseTensor

/// dialect.

/// This should be kept in sync with the SparseTensor DimLevelType enum:

/// https://github.com/llvm/llvm-project/blob/5674a3c88088e668b684326c2194a6282e8270ff/mlir/include/mlir/Dialect/SparseTensor/IR/SparseTensorAttrDefs.td#L86

/// </summary>

public enum DimLevelType {

/// <summary>

/// The corresponding dimension is Dense, every entry is stored.

/// </summary>

[pbr::OriginalName("DIM_DENSE")] DimDense = 0,

/// <summary>

/// The corresponding dimension is Compressed, only nonzeros are stored.

/// </summary>

[pbr::OriginalName("DIM_COMPRESSED")] DimCompressed = 1,

/// <summary>

/// The corresponding dimension contains a single coordinate, no sibling

/// elements for each parent.

/// </summary>

[pbr::OriginalName("DIM_SINGLETON")] DimSingleton = 2,

}

/// <summary>

/// The type optimization profiles in use for Op-level optimizations.

/// </summary>

public enum ProfileType {

[pbr::OriginalName("INVALID")] Invalid = 0,

[pbr::OriginalName("WINDOW")] Window = 1,

[pbr::OriginalName("FLAG")] Flag = 2,

[pbr::OriginalName("INTEGER")] Integer = 3,

}

/// <summary>

/// The source of the optimization profile.

/// </summary>

public enum ProfileSource {

[pbr::OriginalName("PROFILE_SOURCE_UNKNOWN_SOURCE")] UnknownSource = 0,

[pbr::OriginalName("PROFILE_SOURCE_EMBEDDED")] Embedded = 1,

[pbr::OriginalName("PROFILE_SOURCE_REMOTE")] Remote = 2,

}

/// <summary>

/// The compilation event that triggered the use of the profile.

/// </summary>

public enum CompilationEvent {

[pbr::OriginalName("COMPILATION_EVENT_UNKNOWN_EVENT")] UnknownEvent = 0,

[pbr::OriginalName("COMPILATION_EVENT_FIRST_COMPILATION")] FirstCompilation = 1,

[pbr::OriginalName("COMPILATION_EVENT_RECOMPILATION")] Recompilation = 2,

}

public enum PaddingType {

[pbr::OriginalName("PADDING_INVALID")] PaddingInvalid = 0,

/// <summary>

/// Only valid portion of the base are covered.

/// </summary>

[pbr::OriginalName("PADDING_VALID")] PaddingValid = 1,

/// <summary>

/// Extra is added to produce same output size as the input.

/// </summary>

[pbr::OriginalName("PADDING_SAME")] PaddingSame = 2,

}

public enum FftType {

/// <summary>

/// Forward FFT; complex in, complex out.

/// </summary>

[pbr::OriginalName("FFT")] Fft = 0,

/// <summary>

/// Inverse FFT; complex in, complex out.

/// </summary>

[pbr::OriginalName("IFFT")] Ifft = 1,

/// <summary>

/// Forward real FFT; real in, fft_length / 2 + 1 complex out

/// </summary>

[pbr::OriginalName("RFFT")] Rfft = 2,

/// <summary>

/// Inverse real FFT; fft_length / 2 + 1 complex in,

/// </summary>

[pbr::OriginalName("IRFFT")] Irfft = 3,

}

public enum RandomDistribution {

[pbr::OriginalName("RNG_INVALID")] RngInvalid = 0,

/// <summary>

/// Creates a uniform-distribution-generated random number on the semi-open

/// interval [parameter[0], parameter[1]).

/// </summary>

[pbr::OriginalName("RNG_UNIFORM")] RngUniform = 1,

/// <summary>

/// Creates a normal-distribution-generated random number with mean

/// parameter[0] and standard deviation parameter[1].

/// </summary>

[pbr::OriginalName("RNG_NORMAL")] RngNormal = 2,

}

public enum RandomAlgorithm {

/// <summary>

/// Backend dependent default algorithm.

/// </summary>

[pbr::OriginalName("RNG_DEFAULT")] RngDefault = 0,

[pbr::OriginalName("RNG_THREE_FRY")] RngThreeFry = 1,

/// <summary>

/// Next: 2

/// </summary>

[pbr::OriginalName("RNG_PHILOX")] RngPhilox = 2,

}

#endregion

#region Messages

/// <summary>

/// Describes the padding configuration for Pad operation. The padding amount on

/// both edges as well as between the elements are specified for each dimension.

/// </summary>

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

#if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE

, pb::IBufferMessage

#endif

{

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public static pbr::MessageDescriptor Descriptor {

get { return global::Xla.XlaDataReflection.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 PaddingConfig() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public PaddingConfig(PaddingConfig other) : this() {

dimensions_ = other.dimensions_.Clone();

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public PaddingConfig Clone() {

return new PaddingConfig(this);

}

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

public const int DimensionsFieldNumber = 1;

private static readonly pb::FieldCodec<global::Xla.PaddingConfig.Types.PaddingConfigDimension> _repeated_dimensions_codec

= pb::FieldCodec.ForMessage(10, global::Xla.PaddingConfig.Types.PaddingConfigDimension.Parser);

private readonly pbc::RepeatedField<global::Xla.PaddingConfig.Types.PaddingConfigDimension> dimensions_ = new pbc::RepeatedField<global::Xla.PaddingConfig.Types.PaddingConfigDimension>();

/// <summary>

/// The padding configuration for all dimensions.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public pbc::RepeatedField<global::Xla.PaddingConfig.Types.PaddingConfigDimension> Dimensions {

get { return dimensions_; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public override bool Equals(object other) {

return Equals(other as PaddingConfig);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public bool Equals(PaddingConfig other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

if(!dimensions_.Equals(other.dimensions_)) 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 ^= dimensions_.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

dimensions_.WriteTo(output, _repeated_dimensions_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) {

dimensions_.WriteTo(ref output, _repeated_dimensions_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 += dimensions_.CalculateSize(_repeated_dimensions_codec);

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public void MergeFrom(PaddingConfig other) {

if (other == null) {

return;

}

dimensions_.Add(other.dimensions_);

_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: {

dimensions_.AddEntriesFrom(input, _repeated_dimensions_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: {

dimensions_.AddEntriesFrom(ref input, _repeated_dimensions_codec);

break;

}

}

}

}

#endif

#region Nested types

/// <summary>Container for nested types declared in the PaddingConfig message type.</summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public static partial class Types {

/// <summary>

/// Describes the padding configuration for a dimension.

/// </summary>

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

#if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE

, pb::IBufferMessage

#endif

{

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public static pbr::MessageDescriptor Descriptor {

get { return global::Xla.PaddingConfig.Descriptor.NestedTypes[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 PaddingConfigDimension() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public PaddingConfigDimension(PaddingConfigDimension other) : this() {

edgePaddingLow_ = other.edgePaddingLow_;

edgePaddingHigh_ = other.edgePaddingHigh_;

interiorPadding_ = other.interiorPadding_;

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public PaddingConfigDimension Clone() {

return new PaddingConfigDimension(this);

}

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

public const int EdgePaddingLowFieldNumber = 1;

private long edgePaddingLow_;

/// <summary>

/// Padding amount on the low-end (next to the index 0). May be negative.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public long EdgePaddingLow {

get { return edgePaddingLow_; }

set {

edgePaddingLow_ = value;

}

}

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

public const int EdgePaddingHighFieldNumber = 2;

private long edgePaddingHigh_;

/// <summary>

/// Padding amount on the high-end (next to the highest index). May be

/// negative.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public long EdgePaddingHigh {

get { return edgePaddingHigh_; }

set {

edgePaddingHigh_ = value;

}

}

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

public const int InteriorPaddingFieldNumber = 3;

private long interiorPadding_;

/// <summary>

/// Padding amount between the elements. May not be negative.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public long InteriorPadding {

get { return interiorPadding_; }

set {

interiorPadding_ = value;

}

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public override bool Equals(object other) {

return Equals(other as PaddingConfigDimension);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public bool Equals(PaddingConfigDimension other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

if (EdgePaddingLow != other.EdgePaddingLow) return false;

if (EdgePaddingHigh != other.EdgePaddingHigh) return false;

if (InteriorPadding != other.InteriorPadding) 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 (EdgePaddingLow != 0L) hash ^= EdgePaddingLow.GetHashCode();

if (EdgePaddingHigh != 0L) hash ^= EdgePaddingHigh.GetHashCode();

if (InteriorPadding != 0L) hash ^= InteriorPadding.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 (EdgePaddingLow != 0L) {

output.WriteRawTag(8);

output.WriteInt64(EdgePaddingLow);

}

if (EdgePaddingHigh != 0L) {

output.WriteRawTag(16);

output.WriteInt64(EdgePaddingHigh);

}

if (InteriorPadding != 0L) {

output.WriteRawTag(24);

output.WriteInt64(InteriorPadding);

}

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 (EdgePaddingLow != 0L) {

output.WriteRawTag(8);

output.WriteInt64(EdgePaddingLow);

}

if (EdgePaddingHigh != 0L) {

output.WriteRawTag(16);

output.WriteInt64(EdgePaddingHigh);

}

if (InteriorPadding != 0L) {

output.WriteRawTag(24);

output.WriteInt64(InteriorPadding);

}

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 (EdgePaddingLow != 0L) {

size += 1 + pb::CodedOutputStream.ComputeInt64Size(EdgePaddingLow);

}

if (EdgePaddingHigh != 0L) {

size += 1 + pb::CodedOutputStream.ComputeInt64Size(EdgePaddingHigh);

}

if (InteriorPadding != 0L) {

size += 1 + pb::CodedOutputStream.ComputeInt64Size(InteriorPadding);

}

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public void MergeFrom(PaddingConfigDimension other) {

if (other == null) {

return;

}

if (other.EdgePaddingLow != 0L) {

EdgePaddingLow = other.EdgePaddingLow;

}

if (other.EdgePaddingHigh != 0L) {

EdgePaddingHigh = other.EdgePaddingHigh;

}

if (other.InteriorPadding != 0L) {

InteriorPadding = other.InteriorPadding;

}

_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: {

EdgePaddingLow = input.ReadInt64();

break;

}

case 16: {

EdgePaddingHigh = input.ReadInt64();

break;

}

case 24: {

InteriorPadding = input.ReadInt64();

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: {

EdgePaddingLow = input.ReadInt64();

break;

}

case 16: {

EdgePaddingHigh = input.ReadInt64();

break;

}

case 24: {

InteriorPadding = input.ReadInt64();

break;

}

}

}

}

#endif

}

}

#endregion

}

/// <summary>

/// Describes a tile used in tiling-based layout. Refer to

/// g3doc/third_party/tensorflow/compiler/xla/g3doc/tiled_layout.md for

/// details about tiling-based layout.

/// </summary>

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

#if !GOOGLE_PROTOBUF_REFSTRUCT_COMPATIBILITY_MODE

, pb::IBufferMessage

#endif

{

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public static pbr::MessageDescriptor Descriptor {

get { return global::Xla.XlaDataReflection.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 TileProto() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public TileProto(TileProto other) : this() {

dimensions_ = other.dimensions_.Clone();

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public TileProto Clone() {

return new TileProto(this);

}

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

public const int DimensionsFieldNumber = 1;

private static readonly pb::FieldCodec<long> _repeated_dimensions_codec

= pb::FieldCodec.ForInt64(10);

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

/// <summary>

/// Number of elements in each dimension of the tile. It's ordered from the

/// most major dimension of the tile to the most minor dimension of the tile.

/// The dimensions correspond to a suffix of the dimensions of the shape being

/// tiled.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public pbc::RepeatedField<long> Dimensions {

get { return dimensions_; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public override bool Equals(object other) {

return Equals(other as TileProto);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public bool Equals(TileProto other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

if(!dimensions_.Equals(other.dimensions_)) 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 ^= dimensions_.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

dimensions_.WriteTo(output, _repeated_dimensions_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) {

dimensions_.WriteTo(ref output, _repeated_dimensions_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 += dimensions_.CalculateSize(_repeated_dimensions_codec);

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

public void MergeFrom(TileProto other) {

if (other == null) {

return;

}

dimensions_.Add(other.dimensions_);

_unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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