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TensorFlow.NET/src/TensorFlowNET.Core/Protobuf/OpDef.cs at master · wadereye/TensorFlow.NET · GitHub
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OpDef.cs
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OpDef.cs
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// <auto-generated>
// Generated by the protocol buffer compiler. DO NOT EDIT!
// source: op_def.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 op_def.proto</summary>
public
static
partial
class
OpDefReflection
{
#region Descriptor
/// <summary>File descriptor for op_def.proto</summary>
public
static
pbr
::
FileDescriptor
Descriptor
{
get
{
return
descriptor
;
}
}
private
static
pbr
::
FileDescriptor
descriptor
;
static
OpDefReflection
(
)
{
byte
[
]
descriptorData
=
global
::
System
.
Convert
.
FromBase64String
(
string
.
Concat
(
"CgxvcF9kZWYucHJvdG8SCnRlbnNvcmZsb3caEGF0dHJfdmFsdWUucHJvdG8a"
,
"C3R5cGVzLnByb3RvIrgFCgVPcERlZhIMCgRuYW1lGAEgASgJEisKCWlucHV0"
,
"X2FyZxgCIAMoCzIYLnRlbnNvcmZsb3cuT3BEZWYuQXJnRGVmEiwKCm91dHB1"
,
"dF9hcmcYAyADKAsyGC50ZW5zb3JmbG93Lk9wRGVmLkFyZ0RlZhInCgRhdHRy"
,
"GAQgAygLMhkudGVuc29yZmxvdy5PcERlZi5BdHRyRGVmEi4KC2RlcHJlY2F0"
,
"aW9uGAggASgLMhkudGVuc29yZmxvdy5PcERlcHJlY2F0aW9uEg8KB3N1bW1h"
,
"cnkYBSABKAkSEwoLZGVzY3JpcHRpb24YBiABKAkSFgoOaXNfY29tbXV0YXRp"
,
"dmUYEiABKAgSFAoMaXNfYWdncmVnYXRlGBAgASgIEhMKC2lzX3N0YXRlZnVs"
,
"GBEgASgIEiIKGmFsbG93c191bmluaXRpYWxpemVkX2lucHV0GBMgASgIGp8B"
,
"CgZBcmdEZWYSDAoEbmFtZRgBIAEoCRITCgtkZXNjcmlwdGlvbhgCIAEoCRIi"
,
"CgR0eXBlGAMgASgOMhQudGVuc29yZmxvdy5EYXRhVHlwZRIRCgl0eXBlX2F0"
,
"dHIYBCABKAkSEwoLbnVtYmVyX2F0dHIYBSABKAkSFgoOdHlwZV9saXN0X2F0"
,
"dHIYBiABKAkSDgoGaXNfcmVmGBAgASgIGr0BCgdBdHRyRGVmEgwKBG5hbWUY"
,
"ASABKAkSDAoEdHlwZRgCIAEoCRIsCg1kZWZhdWx0X3ZhbHVlGAMgASgLMhUu"
,
"dGVuc29yZmxvdy5BdHRyVmFsdWUSEwoLZGVzY3JpcHRpb24YBCABKAkSEwoL"
,
"aGFzX21pbmltdW0YBSABKAgSDwoHbWluaW11bRgGIAEoAxItCg5hbGxvd2Vk"
,
"X3ZhbHVlcxgHIAEoCzIVLnRlbnNvcmZsb3cuQXR0clZhbHVlIjUKDU9wRGVw"
,
"cmVjYXRpb24SDwoHdmVyc2lvbhgBIAEoBRITCgtleHBsYW5hdGlvbhgCIAEo"
,
"CSInCgZPcExpc3QSHQoCb3AYASADKAsyES50ZW5zb3JmbG93Lk9wRGVmQmsK"
,
"GG9yZy50ZW5zb3JmbG93LmZyYW1ld29ya0ILT3BEZWZQcm90b3NQAVo9Z2l0"
,
"aHViLmNvbS90ZW5zb3JmbG93L3RlbnNvcmZsb3cvdGVuc29yZmxvdy9nby9j"
,
"b3JlL2ZyYW1ld29ya/gBAWIGcHJvdG8z"
)
)
;
descriptor
=
pbr
::
FileDescriptor
.
FromGeneratedCode
(
descriptorData
,
new
pbr
::
FileDescriptor
[
]
{
global
::
Tensorflow
.
AttrValueReflection
.
Descriptor
,
global
::
Tensorflow
.
TypesReflection
.
Descriptor
,
}
,
new
pbr
::
GeneratedClrTypeInfo
(
null
,
new
pbr
::
GeneratedClrTypeInfo
[
]
{
new
pbr
::
GeneratedClrTypeInfo
(
typeof
(
global
::
Tensorflow
.
OpDef
)
,
global
::
Tensorflow
.
OpDef
.
Parser
,
new
[
]
{
"Name"
,
"InputArg"
,
"OutputArg"
,
"Attr"
,
"Deprecation"
,
"Summary"
,
"Description"
,
"IsCommutative"
,
"IsAggregate"
,
"IsStateful"
,
"AllowsUninitializedInput"
}
,
null
,
null
,
new
pbr
::
GeneratedClrTypeInfo
[
]
{
new
pbr
::
GeneratedClrTypeInfo
(
typeof
(
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
)
,
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
.
Parser
,
new
[
]
{
"Name"
,
"Description"
,
"Type"
,
"TypeAttr"
,
"NumberAttr"
,
"TypeListAttr"
,
"IsRef"
}
,
null
,
null
,
null
)
,
new
pbr
::
GeneratedClrTypeInfo
(
typeof
(
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
)
,
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
.
Parser
,
new
[
]
{
"Name"
,
"Type"
,
"DefaultValue"
,
"Description"
,
"HasMinimum"
,
"Minimum"
,
"AllowedValues"
}
,
null
,
null
,
null
)
}
)
,
new
pbr
::
GeneratedClrTypeInfo
(
typeof
(
global
::
Tensorflow
.
OpDeprecation
)
,
global
::
Tensorflow
.
OpDeprecation
.
Parser
,
new
[
]
{
"Version"
,
"Explanation"
}
,
null
,
null
,
null
)
,
new
pbr
::
GeneratedClrTypeInfo
(
typeof
(
global
::
Tensorflow
.
OpList
)
,
global
::
Tensorflow
.
OpList
.
Parser
,
new
[
]
{
"Op"
}
,
null
,
null
,
null
)
}
)
)
;
}
#endregion
}
#region Messages
/// <summary>
/// Defines an operation. A NodeDef in a GraphDef specifies an Op by
/// using the "op" field which should match the name of a OpDef.
/// LINT.IfChange
/// </summary>
public
sealed
partial
class
OpDef
:
pb
::
IMessage
<
OpDef
>
{
private
static
readonly
pb
::
MessageParser
<
OpDef
>
_parser
=
new
pb
::
MessageParser
<
OpDef
>
(
(
)
=>
new
OpDef
(
)
)
;
private
pb
::
UnknownFieldSet
_unknownFields
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pb
::
MessageParser
<
OpDef
>
Parser
{
get
{
return
_parser
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pbr
::
MessageDescriptor
Descriptor
{
get
{
return
global
::
Tensorflow
.
OpDefReflection
.
Descriptor
.
MessageTypes
[
0
]
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
pbr
::
MessageDescriptor
pb
::
IMessage
.
Descriptor
{
get
{
return
Descriptor
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
OpDef
(
)
{
OnConstruction
(
)
;
}
partial
void
OnConstruction
(
)
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
OpDef
(
OpDef
other
)
:
this
(
)
{
name_
=
other
.
name_
;
inputArg_
=
other
.
inputArg_
.
Clone
(
)
;
outputArg_
=
other
.
outputArg_
.
Clone
(
)
;
attr_
=
other
.
attr_
.
Clone
(
)
;
deprecation_
=
other
.
deprecation_
!=
null
?
other
.
deprecation_
.
Clone
(
)
:
null
;
summary_
=
other
.
summary_
;
description_
=
other
.
description_
;
isCommutative_
=
other
.
isCommutative_
;
isAggregate_
=
other
.
isAggregate_
;
isStateful_
=
other
.
isStateful_
;
allowsUninitializedInput_
=
other
.
allowsUninitializedInput_
;
_unknownFields
=
pb
::
UnknownFieldSet
.
Clone
(
other
.
_unknownFields
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
OpDef
Clone
(
)
{
return
new
OpDef
(
this
)
;
}
/// <summary>Field number for the "name" field.</summary>
public
const
int
NameFieldNumber
=
1
;
private
string
name_
=
""
;
/// <summary>
/// Op names starting with an underscore are reserved for internal use.
/// Names should be CamelCase and match the regexp "[A-Z][a-zA-Z0-9_]*".
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Name
{
get
{
return
name_
;
}
set
{
name_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "input_arg" field.</summary>
public
const
int
InputArgFieldNumber
=
2
;
private
static
readonly
pb
::
FieldCodec
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
_repeated_inputArg_codec
=
pb
::
FieldCodec
.
ForMessage
(
18
,
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
.
Parser
)
;
private
readonly
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
inputArg_
=
new
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
(
)
;
/// <summary>
/// Description of the input(s).
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
InputArg
{
get
{
return
inputArg_
;
}
}
/// <summary>Field number for the "output_arg" field.</summary>
public
const
int
OutputArgFieldNumber
=
3
;
private
static
readonly
pb
::
FieldCodec
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
_repeated_outputArg_codec
=
pb
::
FieldCodec
.
ForMessage
(
26
,
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
.
Parser
)
;
private
readonly
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
outputArg_
=
new
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
(
)
;
/// <summary>
/// Description of the output(s).
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
ArgDef
>
OutputArg
{
get
{
return
outputArg_
;
}
}
/// <summary>Field number for the "attr" field.</summary>
public
const
int
AttrFieldNumber
=
4
;
private
static
readonly
pb
::
FieldCodec
<
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
>
_repeated_attr_codec
=
pb
::
FieldCodec
.
ForMessage
(
34
,
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
.
Parser
)
;
private
readonly
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
>
attr_
=
new
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
>
(
)
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
pbc
::
RepeatedField
<
global
::
Tensorflow
.
OpDef
.
Types
.
AttrDef
>
Attr
{
get
{
return
attr_
;
}
}
/// <summary>Field number for the "deprecation" field.</summary>
public
const
int
DeprecationFieldNumber
=
8
;
private
global
::
Tensorflow
.
OpDeprecation
deprecation_
;
/// <summary>
/// Optional deprecation based on GraphDef versions.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
global
::
Tensorflow
.
OpDeprecation
Deprecation
{
get
{
return
deprecation_
;
}
set
{
deprecation_
=
value
;
}
}
/// <summary>Field number for the "summary" field.</summary>
public
const
int
SummaryFieldNumber
=
5
;
private
string
summary_
=
""
;
/// <summary>
/// One-line human-readable description of what the Op does.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Summary
{
get
{
return
summary_
;
}
set
{
summary_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "description" field.</summary>
public
const
int
DescriptionFieldNumber
=
6
;
private
string
description_
=
""
;
/// <summary>
/// Additional, longer human-readable description of what the Op does.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Description
{
get
{
return
description_
;
}
set
{
description_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "is_commutative" field.</summary>
public
const
int
IsCommutativeFieldNumber
=
18
;
private
bool
isCommutative_
;
/// <summary>
/// True if the operation is commutative ("op(a,b) == op(b,a)" for all inputs)
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
IsCommutative
{
get
{
return
isCommutative_
;
}
set
{
isCommutative_
=
value
;
}
}
/// <summary>Field number for the "is_aggregate" field.</summary>
public
const
int
IsAggregateFieldNumber
=
16
;
private
bool
isAggregate_
;
/// <summary>
/// If is_aggregate is true, then this operation accepts N >= 2
/// inputs and produces 1 output all of the same type. Should be
/// associative and commutative, and produce output with the same
/// shape as the input. The optimizer may replace an aggregate op
/// taking input from multiple devices with a tree of aggregate ops
/// that aggregate locally within each device (and possibly within
/// groups of nearby devices) before communicating.
/// TODO(josh11b): Implement that optimization.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
IsAggregate
{
get
{
return
isAggregate_
;
}
set
{
isAggregate_
=
value
;
}
}
/// <summary>Field number for the "is_stateful" field.</summary>
public
const
int
IsStatefulFieldNumber
=
17
;
private
bool
isStateful_
;
/// <summary>
/// Ops are marked as stateful if their behavior depends on some state beyond
/// their input tensors (e.g. variable reading op) or if they have
/// a side-effect (e.g. printing or asserting ops). Equivalently, stateless ops
/// must always produce the same output for the same input and have
/// no side-effects.
///
/// By default Ops may be moved between devices. Stateful ops should
/// either not be moved, or should only be moved if that state can also
/// be moved (e.g. via some sort of save / restore).
/// Stateful ops are guaranteed to never be optimized away by Common
/// Subexpression Elimination (CSE).
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
IsStateful
{
get
{
return
isStateful_
;
}
set
{
isStateful_
=
value
;
}
}
/// <summary>Field number for the "allows_uninitialized_input" field.</summary>
public
const
int
AllowsUninitializedInputFieldNumber
=
19
;
private
bool
allowsUninitializedInput_
;
/// <summary>
/// By default, all inputs to an Op must be initialized Tensors. Ops
/// that may initialize tensors for the first time should set this
/// field to true, to allow the Op to take an uninitialized Tensor as
/// input.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
AllowsUninitializedInput
{
get
{
return
allowsUninitializedInput_
;
}
set
{
allowsUninitializedInput_
=
value
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
override
bool
Equals
(
object
other
)
{
return
Equals
(
other
as
OpDef
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
Equals
(
OpDef
other
)
{
if
(
ReferenceEquals
(
other
,
null
)
)
{
return
false
;
}
if
(
ReferenceEquals
(
other
,
this
)
)
{
return
true
;
}
if
(
Name
!=
other
.
Name
)
return
false
;
if
(
!
inputArg_
.
Equals
(
other
.
inputArg_
)
)
return
false
;
if
(
!
outputArg_
.
Equals
(
other
.
outputArg_
)
)
return
false
;
if
(
!
attr_
.
Equals
(
other
.
attr_
)
)
return
false
;
if
(
!
object
.
Equals
(
Deprecation
,
other
.
Deprecation
)
)
return
false
;
if
(
Summary
!=
other
.
Summary
)
return
false
;
if
(
Description
!=
other
.
Description
)
return
false
;
if
(
IsCommutative
!=
other
.
IsCommutative
)
return
false
;
if
(
IsAggregate
!=
other
.
IsAggregate
)
return
false
;
if
(
IsStateful
!=
other
.
IsStateful
)
return
false
;
if
(
AllowsUninitializedInput
!=
other
.
AllowsUninitializedInput
)
return
false
;
return
Equals
(
_unknownFields
,
other
.
_unknownFields
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
override
int
GetHashCode
(
)
{
int
hash
=
1
;
if
(
Name
.
Length
!=
0
)
hash
^=
Name
.
GetHashCode
(
)
;
hash
^=
inputArg_
.
GetHashCode
(
)
;
hash
^=
outputArg_
.
GetHashCode
(
)
;
hash
^=
attr_
.
GetHashCode
(
)
;
if
(
deprecation_
!=
null
)
hash
^=
Deprecation
.
GetHashCode
(
)
;
if
(
Summary
.
Length
!=
0
)
hash
^=
Summary
.
GetHashCode
(
)
;
if
(
Description
.
Length
!=
0
)
hash
^=
Description
.
GetHashCode
(
)
;
if
(
IsCommutative
!=
false
)
hash
^=
IsCommutative
.
GetHashCode
(
)
;
if
(
IsAggregate
!=
false
)
hash
^=
IsAggregate
.
GetHashCode
(
)
;
if
(
IsStateful
!=
false
)
hash
^=
IsStateful
.
GetHashCode
(
)
;
if
(
AllowsUninitializedInput
!=
false
)
hash
^=
AllowsUninitializedInput
.
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
(
Name
.
Length
!=
0
)
{
output
.
WriteRawTag
(
10
)
;
output
.
WriteString
(
Name
)
;
}
inputArg_
.
WriteTo
(
output
,
_repeated_inputArg_codec
)
;
outputArg_
.
WriteTo
(
output
,
_repeated_outputArg_codec
)
;
attr_
.
WriteTo
(
output
,
_repeated_attr_codec
)
;
if
(
Summary
.
Length
!=
0
)
{
output
.
WriteRawTag
(
42
)
;
output
.
WriteString
(
Summary
)
;
}
if
(
Description
.
Length
!=
0
)
{
output
.
WriteRawTag
(
50
)
;
output
.
WriteString
(
Description
)
;
}
if
(
deprecation_
!=
null
)
{
output
.
WriteRawTag
(
66
)
;
output
.
WriteMessage
(
Deprecation
)
;
}
if
(
IsAggregate
!=
false
)
{
output
.
WriteRawTag
(
128
,
1
)
;
output
.
WriteBool
(
IsAggregate
)
;
}
if
(
IsStateful
!=
false
)
{
output
.
WriteRawTag
(
136
,
1
)
;
output
.
WriteBool
(
IsStateful
)
;
}
if
(
IsCommutative
!=
false
)
{
output
.
WriteRawTag
(
144
,
1
)
;
output
.
WriteBool
(
IsCommutative
)
;
}
if
(
AllowsUninitializedInput
!=
false
)
{
output
.
WriteRawTag
(
152
,
1
)
;
output
.
WriteBool
(
AllowsUninitializedInput
)
;
}
if
(
_unknownFields
!=
null
)
{
_unknownFields
.
WriteTo
(
output
)
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
int
CalculateSize
(
)
{
int
size
=
0
;
if
(
Name
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
Name
)
;
}
size
+=
inputArg_
.
CalculateSize
(
_repeated_inputArg_codec
)
;
size
+=
outputArg_
.
CalculateSize
(
_repeated_outputArg_codec
)
;
size
+=
attr_
.
CalculateSize
(
_repeated_attr_codec
)
;
if
(
deprecation_
!=
null
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeMessageSize
(
Deprecation
)
;
}
if
(
Summary
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
Summary
)
;
}
if
(
Description
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
Description
)
;
}
if
(
IsCommutative
!=
false
)
{
size
+=
2
+
1
;
}
if
(
IsAggregate
!=
false
)
{
size
+=
2
+
1
;
}
if
(
IsStateful
!=
false
)
{
size
+=
2
+
1
;
}
if
(
AllowsUninitializedInput
!=
false
)
{
size
+=
2
+
1
;
}
if
(
_unknownFields
!=
null
)
{
size
+=
_unknownFields
.
CalculateSize
(
)
;
}
return
size
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
void
MergeFrom
(
OpDef
other
)
{
if
(
other
==
null
)
{
return
;
}
if
(
other
.
Name
.
Length
!=
0
)
{
Name
=
other
.
Name
;
}
inputArg_
.
Add
(
other
.
inputArg_
)
;
outputArg_
.
Add
(
other
.
outputArg_
)
;
attr_
.
Add
(
other
.
attr_
)
;
if
(
other
.
deprecation_
!=
null
)
{
if
(
deprecation_
==
null
)
{
deprecation_
=
new
global
::
Tensorflow
.
OpDeprecation
(
)
;
}
Deprecation
.
MergeFrom
(
other
.
Deprecation
)
;
}
if
(
other
.
Summary
.
Length
!=
0
)
{
Summary
=
other
.
Summary
;
}
if
(
other
.
Description
.
Length
!=
0
)
{
Description
=
other
.
Description
;
}
if
(
other
.
IsCommutative
!=
false
)
{
IsCommutative
=
other
.
IsCommutative
;
}
if
(
other
.
IsAggregate
!=
false
)
{
IsAggregate
=
other
.
IsAggregate
;
}
if
(
other
.
IsStateful
!=
false
)
{
IsStateful
=
other
.
IsStateful
;
}
if
(
other
.
AllowsUninitializedInput
!=
false
)
{
AllowsUninitializedInput
=
other
.
AllowsUninitializedInput
;
}
_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
:
{
Name
=
input
.
ReadString
(
)
;
break
;
}
case
18
:
{
inputArg_
.
AddEntriesFrom
(
input
,
_repeated_inputArg_codec
)
;
break
;
}
case
26
:
{
outputArg_
.
AddEntriesFrom
(
input
,
_repeated_outputArg_codec
)
;
break
;
}
case
34
:
{
attr_
.
AddEntriesFrom
(
input
,
_repeated_attr_codec
)
;
break
;
}
case
42
:
{
Summary
=
input
.
ReadString
(
)
;
break
;
}
case
50
:
{
Description
=
input
.
ReadString
(
)
;
break
;
}
case
66
:
{
if
(
deprecation_
==
null
)
{
deprecation_
=
new
global
::
Tensorflow
.
OpDeprecation
(
)
;
}
input
.
ReadMessage
(
deprecation_
)
;
break
;
}
case
128
:
{
IsAggregate
=
input
.
ReadBool
(
)
;
break
;
}
case
136
:
{
IsStateful
=
input
.
ReadBool
(
)
;
break
;
}
case
144
:
{
IsCommutative
=
input
.
ReadBool
(
)
;
break
;
}
case
152
:
{
AllowsUninitializedInput
=
input
.
ReadBool
(
)
;
break
;
}
}
}
}
#region Nested types
/// <summary>Container for nested types declared in the OpDef message type.</summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
partial
class
Types
{
/// <summary>
/// For describing inputs and outputs.
/// </summary>
public
sealed
partial
class
ArgDef
:
pb
::
IMessage
<
ArgDef
>
{
private
static
readonly
pb
::
MessageParser
<
ArgDef
>
_parser
=
new
pb
::
MessageParser
<
ArgDef
>
(
(
)
=>
new
ArgDef
(
)
)
;
private
pb
::
UnknownFieldSet
_unknownFields
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pb
::
MessageParser
<
ArgDef
>
Parser
{
get
{
return
_parser
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pbr
::
MessageDescriptor
Descriptor
{
get
{
return
global
::
Tensorflow
.
OpDef
.
Descriptor
.
NestedTypes
[
0
]
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
pbr
::
MessageDescriptor
pb
::
IMessage
.
Descriptor
{
get
{
return
Descriptor
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
ArgDef
(
)
{
OnConstruction
(
)
;
}
partial
void
OnConstruction
(
)
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
ArgDef
(
ArgDef
other
)
:
this
(
)
{
name_
=
other
.
name_
;
description_
=
other
.
description_
;
type_
=
other
.
type_
;
typeAttr_
=
other
.
typeAttr_
;
numberAttr_
=
other
.
numberAttr_
;
typeListAttr_
=
other
.
typeListAttr_
;
isRef_
=
other
.
isRef_
;
_unknownFields
=
pb
::
UnknownFieldSet
.
Clone
(
other
.
_unknownFields
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
ArgDef
Clone
(
)
{
return
new
ArgDef
(
this
)
;
}
/// <summary>Field number for the "name" field.</summary>
public
const
int
NameFieldNumber
=
1
;
private
string
name_
=
""
;
/// <summary>
/// Name for the input/output. Should match the regexp "[a-z][a-z0-9_]*".
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Name
{
get
{
return
name_
;
}
set
{
name_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "description" field.</summary>
public
const
int
DescriptionFieldNumber
=
2
;
private
string
description_
=
""
;
/// <summary>
/// Human readable description.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Description
{
get
{
return
description_
;
}
set
{
description_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "type" field.</summary>
public
const
int
TypeFieldNumber
=
3
;
private
global
::
Tensorflow
.
DataType
type_
=
0
;
/// <summary>
/// Describes the type of one or more tensors that are accepted/produced
/// by this input/output arg. The only legal combinations are:
/// * For a single tensor: either the "type" field is set or the
/// "type_attr" field is set to the name of an attr with type "type".
/// * For a sequence of tensors with the same type: the "number_attr"
/// field will be set to the name of an attr with type "int", and
/// either the "type" or "type_attr" field will be set as for
/// single tensors.
/// * For a sequence of tensors, the "type_list_attr" field will be set
/// to the name of an attr with type "list(type)".
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
global
::
Tensorflow
.
DataType
Type
{
get
{
return
type_
;
}
set
{
type_
=
value
;
}
}
/// <summary>Field number for the "type_attr" field.</summary>
public
const
int
TypeAttrFieldNumber
=
4
;
private
string
typeAttr_
=
""
;
/// <summary>
/// if specified, attr must have type "type"
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
TypeAttr
{
get
{
return
typeAttr_
;
}
set
{
typeAttr_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "number_attr" field.</summary>
public
const
int
NumberAttrFieldNumber
=
5
;
private
string
numberAttr_
=
""
;
/// <summary>
/// if specified, attr must have type "int"
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
NumberAttr
{
get
{
return
numberAttr_
;
}
set
{
numberAttr_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "type_list_attr" field.</summary>
public
const
int
TypeListAttrFieldNumber
=
6
;
private
string
typeListAttr_
=
""
;
/// <summary>
/// If specified, attr must have type "list(type)", and none of
/// type, type_attr, and number_attr may be specified.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
TypeListAttr
{
get
{
return
typeListAttr_
;
}
set
{
typeListAttr_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "is_ref" field.</summary>
public
const
int
IsRefFieldNumber
=
16
;
private
bool
isRef_
;
/// <summary>
/// For inputs: if true, the inputs are required to be refs.
/// By default, inputs can be either refs or non-refs.
/// For outputs: if true, outputs are refs, otherwise they are not.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
IsRef
{
get
{
return
isRef_
;
}
set
{
isRef_
=
value
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
override
bool
Equals
(
object
other
)
{
return
Equals
(
other
as
ArgDef
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
Equals
(
ArgDef
other
)
{
if
(
ReferenceEquals
(
other
,
null
)
)
{
return
false
;
}
if
(
ReferenceEquals
(
other
,
this
)
)
{
return
true
;
}
if
(
Name
!=
other
.
Name
)
return
false
;
if
(
Description
!=
other
.
Description
)
return
false
;
if
(
Type
!=
other
.
Type
)
return
false
;
if
(
TypeAttr
!=
other
.
TypeAttr
)
return
false
;
if
(
NumberAttr
!=
other
.
NumberAttr
)
return
false
;
if
(
TypeListAttr
!=
other
.
TypeListAttr
)
return
false
;
if
(
IsRef
!=
other
.
IsRef
)
return
false
;
return
Equals
(
_unknownFields
,
other
.
_unknownFields
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
override
int
GetHashCode
(
)
{
int
hash
=
1
;
if
(
Name
.
Length
!=
0
)
hash
^=
Name
.
GetHashCode
(
)
;
if
(
Description
.
Length
!=
0
)
hash
^=
Description
.
GetHashCode
(
)
;
if
(
Type
!=
0
)
hash
^=
Type
.
GetHashCode
(
)
;
if
(
TypeAttr
.
Length
!=
0
)
hash
^=
TypeAttr
.
GetHashCode
(
)
;
if
(
NumberAttr
.
Length
!=
0
)
hash
^=
NumberAttr
.
GetHashCode
(
)
;
if
(
TypeListAttr
.
Length
!=
0
)
hash
^=
TypeListAttr
.
GetHashCode
(
)
;
if
(
IsRef
!=
false
)
hash
^=
IsRef
.
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
(
Name
.
Length
!=
0
)
{
output
.
WriteRawTag
(
10
)
;
output
.
WriteString
(
Name
)
;
}
if
(
Description
.
Length
!=
0
)
{
output
.
WriteRawTag
(
18
)
;
output
.
WriteString
(
Description
)
;
}
if
(
Type
!=
0
)
{
output
.
WriteRawTag
(
24
)
;
output
.
WriteEnum
(
(
int
)
Type
)
;
}
if
(
TypeAttr
.
Length
!=
0
)
{
output
.
WriteRawTag
(
34
)
;
output
.
WriteString
(
TypeAttr
)
;
}
if
(
NumberAttr
.
Length
!=
0
)
{
output
.
WriteRawTag
(
42
)
;
output
.
WriteString
(
NumberAttr
)
;
}
if
(
TypeListAttr
.
Length
!=
0
)
{
output
.
WriteRawTag
(
50
)
;
output
.
WriteString
(
TypeListAttr
)
;
}
if
(
IsRef
!=
false
)
{
output
.
WriteRawTag
(
128
,
1
)
;
output
.
WriteBool
(
IsRef
)
;
}
if
(
_unknownFields
!=
null
)
{
_unknownFields
.
WriteTo
(
output
)
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
int
CalculateSize
(
)
{
int
size
=
0
;
if
(
Name
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
Name
)
;
}
if
(
Description
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
Description
)
;
}
if
(
Type
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeEnumSize
(
(
int
)
Type
)
;
}
if
(
TypeAttr
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
TypeAttr
)
;
}
if
(
NumberAttr
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
NumberAttr
)
;
}
if
(
TypeListAttr
.
Length
!=
0
)
{
size
+=
1
+
pb
::
CodedOutputStream
.
ComputeStringSize
(
TypeListAttr
)
;
}
if
(
IsRef
!=
false
)
{
size
+=
2
+
1
;
}
if
(
_unknownFields
!=
null
)
{
size
+=
_unknownFields
.
CalculateSize
(
)
;
}
return
size
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
void
MergeFrom
(
ArgDef
other
)
{
if
(
other
==
null
)
{
return
;
}
if
(
other
.
Name
.
Length
!=
0
)
{
Name
=
other
.
Name
;
}
if
(
other
.
Description
.
Length
!=
0
)
{
Description
=
other
.
Description
;
}
if
(
other
.
Type
!=
0
)
{
Type
=
other
.
Type
;
}
if
(
other
.
TypeAttr
.
Length
!=
0
)
{
TypeAttr
=
other
.
TypeAttr
;
}
if
(
other
.
NumberAttr
.
Length
!=
0
)
{
NumberAttr
=
other
.
NumberAttr
;
}
if
(
other
.
TypeListAttr
.
Length
!=
0
)
{
TypeListAttr
=
other
.
TypeListAttr
;
}
if
(
other
.
IsRef
!=
false
)
{
IsRef
=
other
.
IsRef
;
}
_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
:
{
Name
=
input
.
ReadString
(
)
;
break
;
}
case
18
:
{
Description
=
input
.
ReadString
(
)
;
break
;
}
case
24
:
{
type_
=
(
global
::
Tensorflow
.
DataType
)
input
.
ReadEnum
(
)
;
break
;
}
case
34
:
{
TypeAttr
=
input
.
ReadString
(
)
;
break
;
}
case
42
:
{
NumberAttr
=
input
.
ReadString
(
)
;
break
;
}
case
50
:
{
TypeListAttr
=
input
.
ReadString
(
)
;
break
;
}
case
128
:
{
IsRef
=
input
.
ReadBool
(
)
;
break
;
}
}
}
}
}
/// <summary>
/// Description of the graph-construction-time configuration of this
/// Op. That is to say, this describes the attr fields that will
/// be specified in the NodeDef.
/// </summary>
public
sealed
partial
class
AttrDef
:
pb
::
IMessage
<
AttrDef
>
{
private
static
readonly
pb
::
MessageParser
<
AttrDef
>
_parser
=
new
pb
::
MessageParser
<
AttrDef
>
(
(
)
=>
new
AttrDef
(
)
)
;
private
pb
::
UnknownFieldSet
_unknownFields
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pb
::
MessageParser
<
AttrDef
>
Parser
{
get
{
return
_parser
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
static
pbr
::
MessageDescriptor
Descriptor
{
get
{
return
global
::
Tensorflow
.
OpDef
.
Descriptor
.
NestedTypes
[
1
]
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
pbr
::
MessageDescriptor
pb
::
IMessage
.
Descriptor
{
get
{
return
Descriptor
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
AttrDef
(
)
{
OnConstruction
(
)
;
}
partial
void
OnConstruction
(
)
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
AttrDef
(
AttrDef
other
)
:
this
(
)
{
name_
=
other
.
name_
;
type_
=
other
.
type_
;
defaultValue_
=
other
.
defaultValue_
!=
null
?
other
.
defaultValue_
.
Clone
(
)
:
null
;
description_
=
other
.
description_
;
hasMinimum_
=
other
.
hasMinimum_
;
minimum_
=
other
.
minimum_
;
allowedValues_
=
other
.
allowedValues_
!=
null
?
other
.
allowedValues_
.
Clone
(
)
:
null
;
_unknownFields
=
pb
::
UnknownFieldSet
.
Clone
(
other
.
_unknownFields
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
AttrDef
Clone
(
)
{
return
new
AttrDef
(
this
)
;
}
/// <summary>Field number for the "name" field.</summary>
public
const
int
NameFieldNumber
=
1
;
private
string
name_
=
""
;
/// <summary>
/// A descriptive name for the argument. May be used, e.g. by the
/// Python client, as a keyword argument name, and so should match
/// the regexp "[a-z][a-z0-9_]+".
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Name
{
get
{
return
name_
;
}
set
{
name_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "type" field.</summary>
public
const
int
TypeFieldNumber
=
2
;
private
string
type_
=
""
;
/// <summary>
/// One of the type names from attr_value.proto ("string", "list(string)",
/// "int", etc.).
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Type
{
get
{
return
type_
;
}
set
{
type_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "default_value" field.</summary>
public
const
int
DefaultValueFieldNumber
=
3
;
private
global
::
Tensorflow
.
AttrValue
defaultValue_
;
/// <summary>
/// A reasonable default for this attribute if the user does not supply
/// a value. If not specified, the user must supply a value.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
global
::
Tensorflow
.
AttrValue
DefaultValue
{
get
{
return
defaultValue_
;
}
set
{
defaultValue_
=
value
;
}
}
/// <summary>Field number for the "description" field.</summary>
public
const
int
DescriptionFieldNumber
=
4
;
private
string
description_
=
""
;
/// <summary>
/// Human-readable description.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
string
Description
{
get
{
return
description_
;
}
set
{
description_
=
pb
::
ProtoPreconditions
.
CheckNotNull
(
value
,
"value"
)
;
}
}
/// <summary>Field number for the "has_minimum" field.</summary>
public
const
int
HasMinimumFieldNumber
=
5
;
private
bool
hasMinimum_
;
/// <summary>
/// For type == "int", this is a minimum value. For "list(___)"
/// types, this is the minimum length.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
HasMinimum
{
get
{
return
hasMinimum_
;
}
set
{
hasMinimum_
=
value
;
}
}
/// <summary>Field number for the "minimum" field.</summary>
public
const
int
MinimumFieldNumber
=
6
;
private
long
minimum_
;
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
long
Minimum
{
get
{
return
minimum_
;
}
set
{
minimum_
=
value
;
}
}
/// <summary>Field number for the "allowed_values" field.</summary>
public
const
int
AllowedValuesFieldNumber
=
7
;
private
global
::
Tensorflow
.
AttrValue
allowedValues_
;
/// <summary>
/// The set of allowed values. Has type that is the "list" version
/// of the "type" field above (uses the "list" field of AttrValue).
/// If type == "type" or "list(type)" above, then the "type" field
/// of "allowed_values.list" has the set of allowed DataTypes.
/// If type == "string" or "list(string)", then the "s" field of
/// "allowed_values.list" has the set of allowed strings.
/// </summary>
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
global
::
Tensorflow
.
AttrValue
AllowedValues
{
get
{
return
allowedValues_
;
}
set
{
allowedValues_
=
value
;
}
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
override
bool
Equals
(
object
other
)
{
return
Equals
(
other
as
AttrDef
)
;
}
[
global
::
System
.
Diagnostics
.
DebuggerNonUserCodeAttribute
]
public
bool
Equals
(
AttrDef
other
)
{
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