org.tensorflow.framework

Interface OpDefOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

OpDef, OpDef.Builder

public interface OpDefOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
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;
java.util.List<OpDef.AttrDef>	getAttrList() repeated .tensorflow.OpDef.AttrDef attr = 4;
OpDef.AttrDefOrBuilder	getAttrOrBuilder(int index) repeated .tensorflow.OpDef.AttrDef attr = 4;
java.util.List<? extends OpDef.AttrDefOrBuilder>	getAttrOrBuilderList() repeated .tensorflow.OpDef.AttrDef attr = 4;
java.lang.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.
java.util.List<java.lang.String>	getControlOutputList() Named control outputs for this operation.
OpDeprecation	getDeprecation() Optional deprecation based on GraphDef versions.
OpDeprecationOrBuilder	getDeprecationOrBuilder() Optional deprecation based on GraphDef versions.
java.lang.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.
OpDef.ArgDef	getInputArg(int index) Description of the input(s).
int	getInputArgCount() Description of the input(s).
java.util.List<OpDef.ArgDef>	getInputArgList() Description of the input(s).
OpDef.ArgDefOrBuilder	getInputArgOrBuilder(int index) Description of the input(s).
java.util.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)
boolean	getIsStateful() Ops are marked as stateful if their behavior depends on some state beyond their input tensors (e.g.
java.lang.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).
java.util.List<OpDef.ArgDef>	getOutputArgList() Description of the output(s).
OpDef.ArgDefOrBuilder	getOutputArgOrBuilder(int index) Description of the output(s).
java.util.List<? extends OpDef.ArgDefOrBuilder>	getOutputArgOrBuilderList() Description of the output(s).
java.lang.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.
boolean	hasDeprecation() Optional deprecation based on GraphDef versions.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getName

java.lang.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;

Returns:

The name.

getNameBytes

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;

Returns:

The bytes for name.

getInputArgList

java.util.List<OpDef.ArgDef> getInputArgList()

 Description of the input(s).
 

repeated .tensorflow.OpDef.ArgDef input_arg = 2;

getInputArg

OpDef.ArgDef getInputArg(int index)

 Description of the input(s).
 

repeated .tensorflow.OpDef.ArgDef input_arg = 2;

getInputArgCount

int getInputArgCount()

 Description of the input(s).
 

repeated .tensorflow.OpDef.ArgDef input_arg = 2;

getInputArgOrBuilderList

java.util.List<? extends OpDef.ArgDefOrBuilder> getInputArgOrBuilderList()

 Description of the input(s).
 

repeated .tensorflow.OpDef.ArgDef input_arg = 2;

getInputArgOrBuilder

OpDef.ArgDefOrBuilder getInputArgOrBuilder(int index)

 Description of the input(s).
 

repeated .tensorflow.OpDef.ArgDef input_arg = 2;

getOutputArgList

java.util.List<OpDef.ArgDef> getOutputArgList()

 Description of the output(s).
 

repeated .tensorflow.OpDef.ArgDef output_arg = 3;

getOutputArg

OpDef.ArgDef getOutputArg(int index)

 Description of the output(s).
 

repeated .tensorflow.OpDef.ArgDef output_arg = 3;

getOutputArgCount

int getOutputArgCount()

 Description of the output(s).
 

repeated .tensorflow.OpDef.ArgDef output_arg = 3;

getOutputArgOrBuilderList

java.util.List<? extends OpDef.ArgDefOrBuilder> getOutputArgOrBuilderList()

 Description of the output(s).
 

repeated .tensorflow.OpDef.ArgDef output_arg = 3;

getOutputArgOrBuilder

OpDef.ArgDefOrBuilder getOutputArgOrBuilder(int index)

 Description of the output(s).
 

repeated .tensorflow.OpDef.ArgDef output_arg = 3;

getControlOutputList

java.util.List<java.lang.String> 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;

Returns:

A list containing the controlOutput.

getControlOutputCount

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;

Returns:

The count of controlOutput.

getControlOutput

java.lang.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;

Parameters:

index - The index of the element to return.

Returns:

The controlOutput at the given index.

getControlOutputBytes

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;

Parameters:

index - The index of the value to return.

Returns:

The bytes of the controlOutput at the given index.

getAttrList

java.util.List<OpDef.AttrDef> getAttrList()

repeated .tensorflow.OpDef.AttrDef attr = 4;

getAttr

OpDef.AttrDef getAttr(int index)

repeated .tensorflow.OpDef.AttrDef attr = 4;

getAttrCount

int getAttrCount()

repeated .tensorflow.OpDef.AttrDef attr = 4;

getAttrOrBuilderList

java.util.List<? extends OpDef.AttrDefOrBuilder> getAttrOrBuilderList()

repeated .tensorflow.OpDef.AttrDef attr = 4;

getAttrOrBuilder

OpDef.AttrDefOrBuilder getAttrOrBuilder(int index)

repeated .tensorflow.OpDef.AttrDef attr = 4;

hasDeprecation

boolean hasDeprecation()

 Optional deprecation based on GraphDef versions.
 

.tensorflow.OpDeprecation deprecation = 8;

Returns:

Whether the deprecation field is set.

getDeprecation

OpDeprecation getDeprecation()

 Optional deprecation based on GraphDef versions.
 

.tensorflow.OpDeprecation deprecation = 8;

Returns:

The deprecation.

getDeprecationOrBuilder

OpDeprecationOrBuilder getDeprecationOrBuilder()

 Optional deprecation based on GraphDef versions.
 

.tensorflow.OpDeprecation deprecation = 8;

getSummary

java.lang.String getSummary()

 One-line human-readable description of what the Op does.
 

string summary = 5;

Returns:

The summary.

getSummaryBytes

com.google.protobuf.ByteString getSummaryBytes()

 One-line human-readable description of what the Op does.
 

string summary = 5;

Returns:

The bytes for summary.

getDescription

java.lang.String getDescription()

 Additional, longer human-readable description of what the Op does.
 

string description = 6;

Returns:

The description.

getDescriptionBytes

com.google.protobuf.ByteString getDescriptionBytes()

 Additional, longer human-readable description of what the Op does.
 

string description = 6;

Returns:

The bytes for description.

getIsCommutative

boolean getIsCommutative()

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

bool is_commutative = 18;

Returns:

The isCommutative.

getIsAggregate

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;

Returns:

The isAggregate.

getIsStateful

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;

Returns:

The isStateful.

getAllowsUninitializedInput

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;

Returns:

The allowsUninitializedInput.