org.tensorflow.framework

Class GraphOptions

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.GraphOptions

All Implemented Interfaces:

Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, GraphOptionsOrBuilder

public final class GraphOptions
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements GraphOptionsOrBuilder

Protobuf type tensorflow.GraphOptions

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GraphOptions.Builder Protobuf type tensorflow.GraphOptions

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	BUILD_COST_MODEL_AFTER_FIELD_NUMBER
static int	BUILD_COST_MODEL_FIELD_NUMBER
static int	ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER
static int	ENABLE_RECV_SCHEDULING_FIELD_NUMBER
static int	INFER_SHAPES_FIELD_NUMBER
static int	OPTIMIZER_OPTIONS_FIELD_NUMBER
static int	PLACE_PRUNED_GRAPH_FIELD_NUMBER
static int	REWRITE_OPTIONS_FIELD_NUMBER
static int	TIMELINE_STEP_FIELD_NUMBER

Fields inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessage

memoizedSize

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
long	getBuildCostModel() The number of steps to run before returning a cost model detailing the memory usage and performance of each node of the graph.
long	getBuildCostModelAfter() The number of steps to skip before collecting statistics for the cost model.
static GraphOptions	getDefaultInstance()
GraphOptions	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getEnableBfloat16Sendrecv() If true, transfer float values between processes as bfloat16.
boolean	getEnableRecvScheduling() If true, use control flow to schedule the activation of Recv nodes.
boolean	getInferShapes() Annotate each Node with Op output shape data, to the extent it can be statically inferred.
OptimizerOptions	getOptimizerOptions() Options controlling how graph is optimized.
OptimizerOptionsOrBuilder	getOptimizerOptionsOrBuilder() Options controlling how graph is optimized.
org.nd4j.shade.protobuf.Parser<GraphOptions>	getParserForType()
boolean	getPlacePrunedGraph() Only place the subgraphs that are run, rather than the entire graph.
RewriterConfig	getRewriteOptions() Options that control the type and amount of graph rewriting.
RewriterConfigOrBuilder	getRewriteOptionsOrBuilder() Options that control the type and amount of graph rewriting.
int	getSerializedSize()
int	getTimelineStep() If > 0, record a timeline every this many steps.
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
boolean	hasOptimizerOptions() Options controlling how graph is optimized.
boolean	hasRewriteOptions() Options that control the type and amount of graph rewriting.
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static GraphOptions.Builder	newBuilder()
static GraphOptions.Builder	newBuilder(GraphOptions prototype)
GraphOptions.Builder	newBuilderForType()
protected GraphOptions.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static GraphOptions	parseDelimitedFrom(InputStream input)
static GraphOptions	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(byte[] data)
static GraphOptions	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(ByteBuffer data)
static GraphOptions	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static GraphOptions	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static GraphOptions	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(InputStream input)
static GraphOptions	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<GraphOptions>	parser()
GraphOptions.Builder	toBuilder()
void	writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)

Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

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

Methods inherited from interface org.nd4j.shade.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

ENABLE_RECV_SCHEDULING_FIELD_NUMBER

public static final int ENABLE_RECV_SCHEDULING_FIELD_NUMBER

See Also:

Constant Field Values

OPTIMIZER_OPTIONS_FIELD_NUMBER

public static final int OPTIMIZER_OPTIONS_FIELD_NUMBER

See Also:

Constant Field Values

BUILD_COST_MODEL_FIELD_NUMBER

public static final int BUILD_COST_MODEL_FIELD_NUMBER

See Also:

Constant Field Values

BUILD_COST_MODEL_AFTER_FIELD_NUMBER

public static final int BUILD_COST_MODEL_AFTER_FIELD_NUMBER

See Also:

Constant Field Values

INFER_SHAPES_FIELD_NUMBER

public static final int INFER_SHAPES_FIELD_NUMBER

See Also:

Constant Field Values

PLACE_PRUNED_GRAPH_FIELD_NUMBER

public static final int PLACE_PRUNED_GRAPH_FIELD_NUMBER

See Also:

Constant Field Values

ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER

public static final int ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER

See Also:

Constant Field Values

TIMELINE_STEP_FIELD_NUMBER

public static final int TIMELINE_STEP_FIELD_NUMBER

See Also:

Constant Field Values

REWRITE_OPTIONS_FIELD_NUMBER

public static final int REWRITE_OPTIONS_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

getUnknownFields

public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDescriptor

public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

getEnableRecvScheduling

public boolean getEnableRecvScheduling()

 If true, use control flow to schedule the activation of Recv nodes.
 (Currently ignored.)
 

bool enable_recv_scheduling = 2;

Specified by:

getEnableRecvScheduling in interface GraphOptionsOrBuilder

hasOptimizerOptions

public boolean hasOptimizerOptions()

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

Specified by:

hasOptimizerOptions in interface GraphOptionsOrBuilder

getOptimizerOptions

public OptimizerOptions getOptimizerOptions()

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

Specified by:

getOptimizerOptions in interface GraphOptionsOrBuilder

getOptimizerOptionsOrBuilder

public OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder()

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

Specified by:

getOptimizerOptionsOrBuilder in interface GraphOptionsOrBuilder

getBuildCostModel

public long getBuildCostModel()

 The number of steps to run before returning a cost model detailing
 the memory usage and performance of each node of the graph. 0 means
 no cost model.
 

int64 build_cost_model = 4;

Specified by:

getBuildCostModel in interface GraphOptionsOrBuilder

getBuildCostModelAfter

public long getBuildCostModelAfter()

 The number of steps to skip before collecting statistics for the
 cost model.
 

int64 build_cost_model_after = 9;

Specified by:

getBuildCostModelAfter in interface GraphOptionsOrBuilder

getInferShapes

public boolean getInferShapes()

 Annotate each Node with Op output shape data, to the extent it can
 be statically inferred.
 

bool infer_shapes = 5;

Specified by:

getInferShapes in interface GraphOptionsOrBuilder

getPlacePrunedGraph

public boolean getPlacePrunedGraph()

 Only place the subgraphs that are run, rather than the entire graph.
 This is useful for interactive graph building, where one might
 produce graphs that cannot be placed during the debugging
 process.  In particular, it allows the client to continue work in
 a session after adding a node to a graph whose placement
 constraints are unsatisfiable.
 

bool place_pruned_graph = 6;

Specified by:

getPlacePrunedGraph in interface GraphOptionsOrBuilder

getEnableBfloat16Sendrecv

public boolean getEnableBfloat16Sendrecv()

 If true, transfer float values between processes as bfloat16.
 

bool enable_bfloat16_sendrecv = 7;

Specified by:

getEnableBfloat16Sendrecv in interface GraphOptionsOrBuilder

getTimelineStep

public int getTimelineStep()

 If > 0, record a timeline every this many steps.
 EXPERIMENTAL: This currently has no effect in MasterSession.
 

int32 timeline_step = 8;

Specified by:

getTimelineStep in interface GraphOptionsOrBuilder

hasRewriteOptions

public boolean hasRewriteOptions()

 Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
 

.tensorflow.RewriterConfig rewrite_options = 10;

Specified by:

hasRewriteOptions in interface GraphOptionsOrBuilder

getRewriteOptions

public RewriterConfig getRewriteOptions()

 Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
 

.tensorflow.RewriterConfig rewrite_options = 10;

Specified by:

getRewriteOptions in interface GraphOptionsOrBuilder

getRewriteOptionsOrBuilder

public RewriterConfigOrBuilder getRewriteOptionsOrBuilder()

 Options that control the type and amount of graph rewriting.
 Not currently configurable via the public Python API (i.e. there is no API
 stability guarantee if you import RewriterConfig explicitly).
 

.tensorflow.RewriterConfig rewrite_options = 10;

Specified by:

getRewriteOptionsOrBuilder in interface GraphOptionsOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

writeTo

public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface org.nd4j.shade.protobuf.Message

Overrides:

equals in class org.nd4j.shade.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface org.nd4j.shade.protobuf.Message

Overrides:

hashCode in class org.nd4j.shade.protobuf.AbstractMessage

parseFrom

public static GraphOptions parseFrom(ByteBuffer data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(ByteBuffer data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(org.nd4j.shade.protobuf.ByteString data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(org.nd4j.shade.protobuf.ByteString data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(byte[] data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(byte[] data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphOptions parseFrom(InputStream input)
                              throws IOException

Throws:

IOException

parseFrom

public static GraphOptions parseFrom(InputStream input,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphOptions parseDelimitedFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphOptions parseDelimitedFrom(InputStream input,
                                              org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

parseFrom

public static GraphOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
                              throws IOException

Throws:

IOException

parseFrom

public static GraphOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws IOException

Throws:

IOException

newBuilderForType

public GraphOptions.Builder newBuilderForType()

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.Message

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

newBuilder

public static GraphOptions.Builder newBuilder()

newBuilder

public static GraphOptions.Builder newBuilder(GraphOptions prototype)

toBuilder

public GraphOptions.Builder toBuilder()

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.Message

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.MessageLite

newBuilderForType

protected GraphOptions.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstance

public static GraphOptions getDefaultInstance()

parser

public static org.nd4j.shade.protobuf.Parser<GraphOptions> parser()

getParserForType

public org.nd4j.shade.protobuf.Parser<GraphOptions> getParserForType()

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.Message

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public GraphOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder