TensorFlow.NET/src/TensorFlowNET.Core/Protobuf/Function.cs at master · wadereye/TensorFlow.NET · GitHub

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// <auto-generated>

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

// source: function.proto

// </auto-generated>

#pragma warning disable 1591, 0612, 3021

#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 function.proto</summary>

public static partial class FunctionReflection {

#region Descriptor

/// <summary>File descriptor for function.proto</summary>

public static pbr::FileDescriptor Descriptor {

get { return descriptor; }

}

private static pbr::FileDescriptor descriptor;

static FunctionReflection() {

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

string.Concat(

"Cg5mdW5jdGlvbi5wcm90bxIKdGVuc29yZmxvdxoQYXR0cl92YWx1ZS5wcm90",

"bxoObm9kZV9kZWYucHJvdG8aDG9wX2RlZi5wcm90byJqChJGdW5jdGlvbkRl",

"ZkxpYnJhcnkSKQoIZnVuY3Rpb24YASADKAsyFy50ZW5zb3JmbG93LkZ1bmN0",

"aW9uRGVmEikKCGdyYWRpZW50GAIgAygLMhcudGVuc29yZmxvdy5HcmFkaWVu",

"dERlZiKwAgoLRnVuY3Rpb25EZWYSJAoJc2lnbmF0dXJlGAEgASgLMhEudGVu",

"c29yZmxvdy5PcERlZhIvCgRhdHRyGAUgAygLMiEudGVuc29yZmxvdy5GdW5j",

"dGlvbkRlZi5BdHRyRW50cnkSJQoIbm9kZV9kZWYYAyADKAsyEy50ZW5zb3Jm",

"bG93Lk5vZGVEZWYSLQoDcmV0GAQgAygLMiAudGVuc29yZmxvdy5GdW5jdGlv",

"bkRlZi5SZXRFbnRyeRpCCglBdHRyRW50cnkSCwoDa2V5GAEgASgJEiQKBXZh",

"bHVlGAIgASgLMhUudGVuc29yZmxvdy5BdHRyVmFsdWU6AjgBGioKCFJldEVu",

"dHJ5EgsKA2tleRgBIAEoCRINCgV2YWx1ZRgCIAEoCToCOAFKBAgCEAMiOwoL",

"R3JhZGllbnREZWYSFQoNZnVuY3Rpb25fbmFtZRgBIAEoCRIVCg1ncmFkaWVu",

"dF9mdW5jGAIgASgJQm4KGG9yZy50ZW5zb3JmbG93LmZyYW1ld29ya0IORnVu",

"Y3Rpb25Qcm90b3NQAVo9Z2l0aHViLmNvbS90ZW5zb3JmbG93L3RlbnNvcmZs",

"b3cvdGVuc29yZmxvdy9nby9jb3JlL2ZyYW1ld29ya/gBAWIGcHJvdG8z"));

descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,

new pbr::FileDescriptor[] { global::Tensorflow.AttrValueReflection.Descriptor, global::Tensorflow.NodeDefReflection.Descriptor, global::Tensorflow.OpDefReflection.Descriptor, },

new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] {

new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.FunctionDefLibrary), global::Tensorflow.FunctionDefLibrary.Parser, new[]{ "Function", "Gradient" }, null, null, null),

new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.FunctionDef), global::Tensorflow.FunctionDef.Parser, new[]{ "Signature", "Attr", "NodeDef", "Ret" }, null, null, new pbr::GeneratedClrTypeInfo[] { null, null, }),

new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.GradientDef), global::Tensorflow.GradientDef.Parser, new[]{ "FunctionName", "GradientFunc" }, null, null, null)

}));

}

#endregion

}

#region Messages

/// <summary>

/// A library is a set of named functions.

/// </summary>

public sealed partial class FunctionDefLibrary : pb::IMessage<FunctionDefLibrary> {

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public static pbr::MessageDescriptor Descriptor {

get { return global::Tensorflow.FunctionReflection.Descriptor.MessageTypes[0]; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

pbr::MessageDescriptor pb::IMessage.Descriptor {

get { return Descriptor; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDefLibrary() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDefLibrary(FunctionDefLibrary other) : this() {

function_ = other.function_.Clone();

gradient_ = other.gradient_.Clone();

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDefLibrary Clone() {

return new FunctionDefLibrary(this);

}

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

public const int FunctionFieldNumber = 1;

private static readonly pb::FieldCodec<global::Tensorflow.FunctionDef> _repeated_function_codec

= pb::FieldCodec.ForMessage(10, global::Tensorflow.FunctionDef.Parser);

private readonly pbc::RepeatedField<global::Tensorflow.FunctionDef> function_ = new pbc::RepeatedField<global::Tensorflow.FunctionDef>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public pbc::RepeatedField<global::Tensorflow.FunctionDef> Function {

get { return function_; }

}

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

public const int GradientFieldNumber = 2;

private static readonly pb::FieldCodec<global::Tensorflow.GradientDef> _repeated_gradient_codec

= pb::FieldCodec.ForMessage(18, global::Tensorflow.GradientDef.Parser);

private readonly pbc::RepeatedField<global::Tensorflow.GradientDef> gradient_ = new pbc::RepeatedField<global::Tensorflow.GradientDef>();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public pbc::RepeatedField<global::Tensorflow.GradientDef> Gradient {

get { return gradient_; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override bool Equals(object other) {

return Equals(other as FunctionDefLibrary);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public bool Equals(FunctionDefLibrary other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

if(!function_.Equals(other.function_)) return false;

if(!gradient_.Equals(other.gradient_)) return false;

return Equals(_unknownFields, other._unknownFields);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override int GetHashCode() {

int hash = 1;

hash ^= function_.GetHashCode();

hash ^= gradient_.GetHashCode();

if (_unknownFields != null) {

hash ^= _unknownFields.GetHashCode();

}

return hash;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override string ToString() {

return pb::JsonFormatter.ToDiagnosticString(this);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void WriteTo(pb::CodedOutputStream output) {

function_.WriteTo(output, _repeated_function_codec);

gradient_.WriteTo(output, _repeated_gradient_codec);

if (_unknownFields != null) {

_unknownFields.WriteTo(output);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public int CalculateSize() {

int size = 0;

size += function_.CalculateSize(_repeated_function_codec);

size += gradient_.CalculateSize(_repeated_gradient_codec);

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(FunctionDefLibrary other) {

if (other == null) {

return;

}

function_.Add(other.function_);

gradient_.Add(other.gradient_);

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(pb::CodedInputStream input) {

uint tag;

while ((tag = input.ReadTag()) != 0) {

switch(tag) {

default:

_unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);

break;

case 10: {

function_.AddEntriesFrom(input, _repeated_function_codec);

break;

}

case 18: {

gradient_.AddEntriesFrom(input, _repeated_gradient_codec);

break;

}

/// <summary>

/// A function can be instantiated when the runtime can bind every attr

/// with a value. When a GraphDef has a call to a function, it must

/// have binding for every attr defined in the signature.

///

/// TODO(zhifengc):

/// * device spec, etc.

/// </summary>

public sealed partial class FunctionDef : pb::IMessage<FunctionDef> {

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public static pbr::MessageDescriptor Descriptor {

get { return global::Tensorflow.FunctionReflection.Descriptor.MessageTypes[1]; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

pbr::MessageDescriptor pb::IMessage.Descriptor {

get { return Descriptor; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDef() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDef(FunctionDef other) : this() {

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

attr_ = other.attr_.Clone();

nodeDef_ = other.nodeDef_.Clone();

ret_ = other.ret_.Clone();

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public FunctionDef Clone() {

return new FunctionDef(this);

}

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

public const int SignatureFieldNumber = 1;

private global::Tensorflow.OpDef signature_;

/// <summary>

/// The definition of the function's name, arguments, return values,

/// attrs etc.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public global::Tensorflow.OpDef Signature {

get { return signature_; }

set {

signature_ = value;

}

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

public const int AttrFieldNumber = 5;

private static readonly pbc::MapField<string, global::Tensorflow.AttrValue>.Codec _map_attr_codec

= new pbc::MapField<string, global::Tensorflow.AttrValue>.Codec(pb::FieldCodec.ForString(10), pb::FieldCodec.ForMessage(18, global::Tensorflow.AttrValue.Parser), 42);

private readonly pbc::MapField<string, global::Tensorflow.AttrValue> attr_ = new pbc::MapField<string, global::Tensorflow.AttrValue>();

/// <summary>

/// Attributes specific to this function definition.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public pbc::MapField<string, global::Tensorflow.AttrValue> Attr {

get { return attr_; }

}

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

public const int NodeDefFieldNumber = 3;

private static readonly pb::FieldCodec<global::Tensorflow.NodeDef> _repeated_nodeDef_codec

= pb::FieldCodec.ForMessage(26, global::Tensorflow.NodeDef.Parser);

private readonly pbc::RepeatedField<global::Tensorflow.NodeDef> nodeDef_ = new pbc::RepeatedField<global::Tensorflow.NodeDef>();

/// <summary>

/// By convention, "op" in node_def is resolved by consulting with a

/// user-defined library first. If not resolved, "func" is assumed to

/// be a builtin op.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public pbc::RepeatedField<global::Tensorflow.NodeDef> NodeDef {

get { return nodeDef_; }

}

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

public const int RetFieldNumber = 4;

private static readonly pbc::MapField<string, string>.Codec _map_ret_codec

= new pbc::MapField<string, string>.Codec(pb::FieldCodec.ForString(10), pb::FieldCodec.ForString(18), 34);

private readonly pbc::MapField<string, string> ret_ = new pbc::MapField<string, string>();

/// <summary>

/// A mapping from the output arg names from `signature` to the

/// outputs from `node_def` that should be returned by the function.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public pbc::MapField<string, string> Ret {

get { return ret_; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override bool Equals(object other) {

return Equals(other as FunctionDef);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public bool Equals(FunctionDef other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

if (!object.Equals(Signature, other.Signature)) return false;

if (!Attr.Equals(other.Attr)) return false;

if(!nodeDef_.Equals(other.nodeDef_)) return false;

if (!Ret.Equals(other.Ret)) return false;

return Equals(_unknownFields, other._unknownFields);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override int GetHashCode() {

int hash = 1;

if (signature_ != null) hash ^= Signature.GetHashCode();

hash ^= Attr.GetHashCode();

hash ^= nodeDef_.GetHashCode();

hash ^= Ret.GetHashCode();

if (_unknownFields != null) {

hash ^= _unknownFields.GetHashCode();

}

return hash;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override string ToString() {

return pb::JsonFormatter.ToDiagnosticString(this);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void WriteTo(pb::CodedOutputStream output) {

if (signature_ != null) {

output.WriteRawTag(10);

output.WriteMessage(Signature);

}

nodeDef_.WriteTo(output, _repeated_nodeDef_codec);

ret_.WriteTo(output, _map_ret_codec);

attr_.WriteTo(output, _map_attr_codec);

if (_unknownFields != null) {

_unknownFields.WriteTo(output);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public int CalculateSize() {

int size = 0;

if (signature_ != null) {

size += 1 + pb::CodedOutputStream.ComputeMessageSize(Signature);

}

size += attr_.CalculateSize(_map_attr_codec);

size += nodeDef_.CalculateSize(_repeated_nodeDef_codec);

size += ret_.CalculateSize(_map_ret_codec);

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(FunctionDef other) {

if (other == null) {

return;

}

if (other.signature_ != null) {

if (signature_ == null) {

signature_ = new global::Tensorflow.OpDef();

}

Signature.MergeFrom(other.Signature);

}

attr_.Add(other.attr_);

nodeDef_.Add(other.nodeDef_);

ret_.Add(other.ret_);

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(pb::CodedInputStream input) {

uint tag;

while ((tag = input.ReadTag()) != 0) {

switch(tag) {

default:

_unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);

break;

case 10: {

if (signature_ == null) {

signature_ = new global::Tensorflow.OpDef();

}

input.ReadMessage(signature_);

break;

}

case 26: {

nodeDef_.AddEntriesFrom(input, _repeated_nodeDef_codec);

break;

}

case 34: {

ret_.AddEntriesFrom(input, _map_ret_codec);

break;

}

case 42: {

attr_.AddEntriesFrom(input, _map_attr_codec);

break;

}

/// <summary>

/// GradientDef defines the gradient function of a function defined in

/// a function library.

///

/// A gradient function g (specified by gradient_func) for a function f

/// (specified by function_name) must follow the following:

///

/// The function 'f' must be a numerical function which takes N inputs

/// and produces M outputs. Its gradient function 'g', which is a

/// function taking N + M inputs and produces N outputs.

///

/// I.e. if we have

/// (y1, y2, ..., y_M) = f(x1, x2, ..., x_N),

/// then, g is

/// (dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N,

/// dL/dy1, dL/dy2, ..., dL/dy_M),

/// where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the

/// loss function). dL/dx_i is the partial derivative of L with respect

/// to x_i.

/// </summary>

public sealed partial class GradientDef : pb::IMessage<GradientDef> {

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

private pb::UnknownFieldSet _unknownFields;

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

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

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public static pbr::MessageDescriptor Descriptor {

get { return global::Tensorflow.FunctionReflection.Descriptor.MessageTypes[2]; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

pbr::MessageDescriptor pb::IMessage.Descriptor {

get { return Descriptor; }

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public GradientDef() {

OnConstruction();

}

partial void OnConstruction();

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public GradientDef(GradientDef other) : this() {

functionName_ = other.functionName_;

gradientFunc_ = other.gradientFunc_;

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public GradientDef Clone() {

return new GradientDef(this);

}

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

public const int FunctionNameFieldNumber = 1;

private string functionName_ = "";

/// <summary>

/// The function name.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public string FunctionName {

get { return functionName_; }

set {

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

}

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

public const int GradientFuncFieldNumber = 2;

private string gradientFunc_ = "";

/// <summary>

/// The gradient function's name.

/// </summary>

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public string GradientFunc {

get { return gradientFunc_; }

set {

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override bool Equals(object other) {

return Equals(other as GradientDef);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public bool Equals(GradientDef other) {

if (ReferenceEquals(other, null)) {

return false;

}

if (ReferenceEquals(other, this)) {

return true;

}

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

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

return Equals(_unknownFields, other._unknownFields);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override int GetHashCode() {

int hash = 1;

if (FunctionName.Length != 0) hash ^= FunctionName.GetHashCode();

if (GradientFunc.Length != 0) hash ^= GradientFunc.GetHashCode();

if (_unknownFields != null) {

hash ^= _unknownFields.GetHashCode();

}

return hash;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public override string ToString() {

return pb::JsonFormatter.ToDiagnosticString(this);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void WriteTo(pb::CodedOutputStream output) {

if (FunctionName.Length != 0) {

output.WriteRawTag(10);

output.WriteString(FunctionName);

}

if (GradientFunc.Length != 0) {

output.WriteRawTag(18);

output.WriteString(GradientFunc);

}

if (_unknownFields != null) {

_unknownFields.WriteTo(output);

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public int CalculateSize() {

int size = 0;

if (FunctionName.Length != 0) {

size += 1 + pb::CodedOutputStream.ComputeStringSize(FunctionName);

}

if (GradientFunc.Length != 0) {

size += 1 + pb::CodedOutputStream.ComputeStringSize(GradientFunc);

}

if (_unknownFields != null) {

size += _unknownFields.CalculateSize();

}

return size;

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(GradientDef other) {

if (other == null) {

return;

}

if (other.FunctionName.Length != 0) {

FunctionName = other.FunctionName;

}

if (other.GradientFunc.Length != 0) {

GradientFunc = other.GradientFunc;

}

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

}

[global::System.Diagnostics.DebuggerNonUserCodeAttribute]

public void MergeFrom(pb::CodedInputStream input) {

uint tag;

while ((tag = input.ReadTag()) != 0) {

switch(tag) {

default:

_unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);

break;

case 10: {

FunctionName = input.ReadString();

break;

}

case 18: {

GradientFunc = input.ReadString();

break;

}

#endregion

}

#endregion Designer generated code

TensorFlow.NET/src/TensorFlowNET.Core/Protobuf/Function.cs at master · wadereye/TensorFlow.NET · GitHub

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