OpDef

public final class OpDef 

 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
Protobuf type tensorflow.OpDef

Nested Classes

class OpDef.ArgDef 
 For describing inputs and outputs. 
interface OpDef.ArgDefOrBuilder  
class OpDef.AttrDef 
 Description of the graph-construction-time configuration of this
 Op. 
interface OpDef.AttrDefOrBuilder  
class OpDef.Builder 
 Defines an operation. 

Constants

int ALLOWS_UNINITIALIZED_INPUT_FIELD_NUMBER
int ATTR_FIELD_NUMBER
int CONTROL_OUTPUT_FIELD_NUMBER
int DEPRECATION_FIELD_NUMBER
int DESCRIPTION_FIELD_NUMBER
int INPUT_ARG_FIELD_NUMBER
int IS_AGGREGATE_FIELD_NUMBER
int IS_COMMUTATIVE_FIELD_NUMBER
int IS_STATEFUL_FIELD_NUMBER
int NAME_FIELD_NUMBER
int OUTPUT_ARG_FIELD_NUMBER
int SUMMARY_FIELD_NUMBER

Public Methods

boolean
equals(Object obj)
boolean
getAllowsUninitializedInput() 
 By default, all inputs to an Op must be initialized Tensors.
OpDef.AttrDef
getAttr(int index)
repeated .tensorflow.OpDef.AttrDef attr = 4;
int
getAttrCount()
repeated .tensorflow.OpDef.AttrDef attr = 4;
List<OpDef.AttrDef>
getAttrList()
repeated .tensorflow.OpDef.AttrDef attr = 4;
OpDef.AttrDefOrBuilder
getAttrOrBuilder(int index)
repeated .tensorflow.OpDef.AttrDef attr = 4;
List<? extends OpDef.AttrDefOrBuilder>
getAttrOrBuilderList()
repeated .tensorflow.OpDef.AttrDef attr = 4;
String
getControlOutput(int index) 
 Named control outputs for this operation.
com.google.protobuf.ByteString
getControlOutputBytes(int index) 
 Named control outputs for this operation.
int
getControlOutputCount() 
 Named control outputs for this operation.
com.google.protobuf.ProtocolStringList
getControlOutputList() 
 Named control outputs for this operation.
static OpDef
getDefaultInstance()
OpDef
getDefaultInstanceForType()
OpDeprecation
getDeprecation() 
 Optional deprecation based on GraphDef versions.
OpDeprecationOrBuilder
getDeprecationOrBuilder() 
 Optional deprecation based on GraphDef versions.
String
getDescription() 
 Additional, longer human-readable description of what the Op does.
com.google.protobuf.ByteString
getDescriptionBytes() 
 Additional, longer human-readable description of what the Op does.
final static com.google.protobuf.Descriptors.Descriptor
getDescriptor()
OpDef.ArgDef
getInputArg(int index) 
 Description of the input(s).
int
getInputArgCount() 
 Description of the input(s).
List<OpDef.ArgDef>
getInputArgList() 
 Description of the input(s).
OpDef.ArgDefOrBuilder
getInputArgOrBuilder(int index) 
 Description of the input(s).
List<? extends OpDef.ArgDefOrBuilder>
getInputArgOrBuilderList() 
 Description of the input(s).
boolean
getIsAggregate() 
 If is_aggregate is true, then this operation accepts N >= 2
 inputs and produces 1 output all of the same type.
boolean
getIsCommutative() 
 True if the operation is commutative ("op(a,b) == op(b,a)" for all inputs)
bool is_commutative = 18;
boolean
getIsStateful() 
 Ops are marked as stateful if their behavior depends on some state beyond
 their input tensors (e.g.
String
getName() 
 Op names starting with an underscore are reserved for internal use.
com.google.protobuf.ByteString
getNameBytes() 
 Op names starting with an underscore are reserved for internal use.
OpDef.ArgDef
getOutputArg(int index) 
 Description of the output(s).
int
getOutputArgCount() 
 Description of the output(s).
List<OpDef.ArgDef>
getOutputArgList() 
 Description of the output(s).
OpDef.ArgDefOrBuilder
getOutputArgOrBuilder(int index) 
 Description of the output(s).
List<? extends OpDef.ArgDefOrBuilder>
getOutputArgOrBuilderList() 
 Description of the output(s).
getParserForType()
int
getSerializedSize()
String
getSummary() 
 One-line human-readable description of what the Op does.
com.google.protobuf.ByteString
getSummaryBytes() 
 One-line human-readable description of what the Op does.
final com.google.protobuf.UnknownFieldSet
getUnknownFields()
boolean
hasDeprecation() 
 Optional deprecation based on GraphDef versions.
int
hashCode()
final boolean
isInitialized()
static OpDef.Builder
newBuilder(OpDef prototype)
static OpDef.Builder
newBuilder()
OpDef.Builder
newBuilderForType()
static OpDef
parseDelimitedFrom(InputStream input)
static OpDef
parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OpDef
parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OpDef
parseFrom(com.google.protobuf.CodedInputStream input)
static OpDef
parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OpDef
parseFrom(ByteBuffer data)
static OpDef
parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OpDef
parseFrom(com.google.protobuf.ByteString data)
static OpDef
parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OpDef
parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static
parser()
OpDef.Builder
toBuilder()
void
writeTo(com.google.protobuf.CodedOutputStream output)

Inherited Methods

Constants

public static final int ALLOWS_UNINITIALIZED_INPUT_FIELD_NUMBER

Constant Value: 19

public static final int ATTR_FIELD_NUMBER

Constant Value: 4

public static final int CONTROL_OUTPUT_FIELD_NUMBER

Constant Value: 20

public static final int DEPRECATION_FIELD_NUMBER

Constant Value: 8

public static final int DESCRIPTION_FIELD_NUMBER

Constant Value: 6

public static final int INPUT_ARG_FIELD_NUMBER

Constant Value: 2

public static final int IS_AGGREGATE_FIELD_NUMBER

Constant Value: 16

public static final int IS_COMMUTATIVE_FIELD_NUMBER

Constant Value: 18

public static final int IS_STATEFUL_FIELD_NUMBER

Constant Value: 17

public static final int NAME_FIELD_NUMBER

Constant Value: 1

public static final int OUTPUT_ARG_FIELD_NUMBER

Constant Value: 3

public static final int SUMMARY_FIELD_NUMBER

Constant Value: 5

Public Methods

public boolean equals (Object obj)

public boolean getAllowsUninitializedInput () 

 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.
bool allows_uninitialized_input = 19;

public OpDef.AttrDef getAttr (int index)

repeated .tensorflow.OpDef.AttrDef attr = 4;

public int getAttrCount ()

repeated .tensorflow.OpDef.AttrDef attr = 4;

public List<OpDef.AttrDef> getAttrList ()

repeated .tensorflow.OpDef.AttrDef attr = 4;

public OpDef.AttrDefOrBuilder getAttrOrBuilder (int index)

repeated .tensorflow.OpDef.AttrDef attr = 4;

public List<? extends OpDef.AttrDefOrBuilder> getAttrOrBuilderList ()

repeated .tensorflow.OpDef.AttrDef attr = 4;

public String getControlOutput (int index) 

 Named control outputs for this operation. Useful only for composite
 operations (i.e. functions) which want to name different control outputs.
repeated string control_output = 20;

public com.google.protobuf.ByteString getControlOutputBytes (int index) 

 Named control outputs for this operation. Useful only for composite
 operations (i.e. functions) which want to name different control outputs.
repeated string control_output = 20;

public int getControlOutputCount () 

 Named control outputs for this operation. Useful only for composite
 operations (i.e. functions) which want to name different control outputs.
repeated string control_output = 20;

public com.google.protobuf.ProtocolStringList getControlOutputList () 

 Named control outputs for this operation. Useful only for composite
 operations (i.e. functions) which want to name different control outputs.
repeated string control_output = 20;

public static OpDef getDefaultInstance ()

public OpDef getDefaultInstanceForType ()

public OpDeprecation getDeprecation () 

 Optional deprecation based on GraphDef versions.
.tensorflow.OpDeprecation deprecation = 8;

public OpDeprecationOrBuilder getDeprecationOrBuilder () 

 Optional deprecation based on GraphDef versions.
.tensorflow.OpDeprecation deprecation = 8;

public String getDescription () 

 Additional, longer human-readable description of what the Op does.
string description = 6;

public com.google.protobuf.ByteString getDescriptionBytes () 

 Additional, longer human-readable description of what the Op does.
string description = 6;

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public OpDef.ArgDef getInputArg (int index) 

 Description of the input(s).
repeated .tensorflow.OpDef.ArgDef input_arg = 2;

public int getInputArgCount () 

 Description of the input(s).
repeated .tensorflow.OpDef.ArgDef input_arg = 2;

public List<OpDef.ArgDef> getInputArgList () 

 Description of the input(s).
repeated .tensorflow.OpDef.ArgDef input_arg = 2;

public OpDef.ArgDefOrBuilder getInputArgOrBuilder (int index) 

 Description of the input(s).
repeated .tensorflow.OpDef.ArgDef input_arg = 2;

public List<? extends OpDef.ArgDefOrBuilder> getInputArgOrBuilderList () 

 Description of the input(s).
repeated .tensorflow.OpDef.ArgDef input_arg = 2;

public boolean getIsAggregate () 

 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.
bool is_aggregate = 16;

public boolean getIsCommutative () 

 True if the operation is commutative ("op(a,b) == op(b,a)" for all inputs)
bool is_commutative = 18;

public boolean getIsStateful () 

 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).
bool is_stateful = 17;

public String getName () 

 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>_]*".
string name = 1;

public com.google.protobuf.ByteString getNameBytes () 

 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>_]*".
string name = 1;

public OpDef.ArgDef getOutputArg (int index) 

 Description of the output(s).
repeated .tensorflow.OpDef.ArgDef output_arg = 3;

public int getOutputArgCount () 

 Description of the output(s).
repeated .tensorflow.OpDef.ArgDef output_arg = 3;

public List<OpDef.ArgDef> getOutputArgList () 

 Description of the output(s).
repeated .tensorflow.OpDef.ArgDef output_arg = 3;

public OpDef.ArgDefOrBuilder getOutputArgOrBuilder (int index) 

 Description of the output(s).
repeated .tensorflow.OpDef.ArgDef output_arg = 3;

public List<? extends OpDef.ArgDefOrBuilder> getOutputArgOrBuilderList () 

 Description of the output(s).
repeated .tensorflow.OpDef.ArgDef output_arg = 3;

public getParserForType ()

public int getSerializedSize ()

public String getSummary () 

 One-line human-readable description of what the Op does.
string summary = 5;

public com.google.protobuf.ByteString getSummaryBytes () 

 One-line human-readable description of what the Op does.
string summary = 5;

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public boolean hasDeprecation () 

 Optional deprecation based on GraphDef versions.
.tensorflow.OpDeprecation deprecation = 8;

public int hashCode ()

public final boolean isInitialized ()

public static OpDef.Builder newBuilder (OpDef prototype)

public static OpDef.Builder newBuilder ()

public OpDef.Builder newBuilderForType ()

public static OpDef parseDelimitedFrom (InputStream input)

Throws
IOException

public static OpDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public static OpDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
InvalidProtocolBufferException

public static OpDef parseFrom (com.google.protobuf.CodedInputStream input)

Throws
IOException

public static OpDef parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
InvalidProtocolBufferException

public static OpDef parseFrom (ByteBuffer data)

Throws
InvalidProtocolBufferException

public static OpDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public static OpDef parseFrom (com.google.protobuf.ByteString data)

Throws
InvalidProtocolBufferException

public static OpDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public static OpDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
InvalidProtocolBufferException

public static parser ()

public OpDef.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws
IOException