org.tensorflow.framework

Class GraphOptions.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderType>

com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

org.tensorflow.framework.GraphOptions.Builder

All Implemented Interfaces:

com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, GraphOptionsOrBuilder

Enclosing class:

GraphOptions

public static final class GraphOptions.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>
implements GraphOptionsOrBuilder

Protobuf type tensorflow.GraphOptions

Method Summary

Modifier and Type	Method and Description
GraphOptions.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
GraphOptions	build()
GraphOptions	buildPartial()
GraphOptions.Builder	clear()
GraphOptions.Builder	clearBuildCostModel() The number of steps to run before returning a cost model detailing the memory usage and performance of each node of the graph.
GraphOptions.Builder	clearBuildCostModelAfter() The number of steps to skip before collecting statistics for the cost model.
GraphOptions.Builder	clearEnableBfloat16Sendrecv() If true, transfer float values between processes as bfloat16.
GraphOptions.Builder	clearEnableRecvScheduling() If true, use control flow to schedule the activation of Recv nodes.
GraphOptions.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
GraphOptions.Builder	clearInferShapes() Annotate each Node with Op output shape data, to the extent it can be statically inferred.
GraphOptions.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
GraphOptions.Builder	clearOptimizerOptions() Options controlling how graph is optimized.
GraphOptions.Builder	clearPlacePrunedGraph() Only place the subgraphs that are run, rather than the entire graph.
GraphOptions.Builder	clearRewriteOptions() Options that control the type and amount of graph rewriting.
GraphOptions.Builder	clearTimelineStep() If > 0, record a timeline every this many steps.
GraphOptions.Builder	clone()
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.
GraphOptions	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
OptimizerOptions.Builder	getOptimizerOptionsBuilder() Options controlling how graph is optimized.
OptimizerOptionsOrBuilder	getOptimizerOptionsOrBuilder() Options controlling how graph is optimized.
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.
RewriterConfig.Builder	getRewriteOptionsBuilder() Options that control the type and amount of graph rewriting.
RewriterConfigOrBuilder	getRewriteOptionsOrBuilder() Options that control the type and amount of graph rewriting.
int	getTimelineStep() If > 0, record a timeline every this many steps.
boolean	hasOptimizerOptions() Options controlling how graph is optimized.
boolean	hasRewriteOptions() Options that control the type and amount of graph rewriting.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
GraphOptions.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GraphOptions.Builder	mergeFrom(GraphOptions other)
GraphOptions.Builder	mergeFrom(com.google.protobuf.Message other)
GraphOptions.Builder	mergeOptimizerOptions(OptimizerOptions value) Options controlling how graph is optimized.
GraphOptions.Builder	mergeRewriteOptions(RewriterConfig value) Options that control the type and amount of graph rewriting.
GraphOptions.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
GraphOptions.Builder	setBuildCostModel(long value) The number of steps to run before returning a cost model detailing the memory usage and performance of each node of the graph.
GraphOptions.Builder	setBuildCostModelAfter(long value) The number of steps to skip before collecting statistics for the cost model.
GraphOptions.Builder	setEnableBfloat16Sendrecv(boolean value) If true, transfer float values between processes as bfloat16.
GraphOptions.Builder	setEnableRecvScheduling(boolean value) If true, use control flow to schedule the activation of Recv nodes.
GraphOptions.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
GraphOptions.Builder	setInferShapes(boolean value) Annotate each Node with Op output shape data, to the extent it can be statically inferred.
GraphOptions.Builder	setOptimizerOptions(OptimizerOptions.Builder builderForValue) Options controlling how graph is optimized.
GraphOptions.Builder	setOptimizerOptions(OptimizerOptions value) Options controlling how graph is optimized.
GraphOptions.Builder	setPlacePrunedGraph(boolean value) Only place the subgraphs that are run, rather than the entire graph.
GraphOptions.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
GraphOptions.Builder	setRewriteOptions(RewriterConfig.Builder builderForValue) Options that control the type and amount of graph rewriting.
GraphOptions.Builder	setRewriteOptions(RewriterConfig value) Options that control the type and amount of graph rewriting.
GraphOptions.Builder	setTimelineStep(int value) If > 0, record a timeline every this many steps.
GraphOptions.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

clear

public GraphOptions.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

getDefaultInstanceForType

public GraphOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public GraphOptions build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public GraphOptions buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public GraphOptions.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

setField

public GraphOptions.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                     Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

clearField

public GraphOptions.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

clearOneof

public GraphOptions.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

setRepeatedField

public GraphOptions.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                             int index,
                                             Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

addRepeatedField

public GraphOptions.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                             Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeFrom

public GraphOptions.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<GraphOptions.Builder>

mergeFrom

public GraphOptions.Builder mergeFrom(GraphOptions other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeFrom

public GraphOptions.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<GraphOptions.Builder>

Throws:

IOException

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

setEnableRecvScheduling

public GraphOptions.Builder setEnableRecvScheduling(boolean value)

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

bool enable_recv_scheduling = 2;

clearEnableRecvScheduling

public GraphOptions.Builder clearEnableRecvScheduling()

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

bool enable_recv_scheduling = 2;

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

setOptimizerOptions

public GraphOptions.Builder setOptimizerOptions(OptimizerOptions value)

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

setOptimizerOptions

public GraphOptions.Builder setOptimizerOptions(OptimizerOptions.Builder builderForValue)

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

mergeOptimizerOptions

public GraphOptions.Builder mergeOptimizerOptions(OptimizerOptions value)

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

clearOptimizerOptions

public GraphOptions.Builder clearOptimizerOptions()

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

getOptimizerOptionsBuilder

public OptimizerOptions.Builder getOptimizerOptionsBuilder()

 Options controlling how graph is optimized.
 

.tensorflow.OptimizerOptions optimizer_options = 3;

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

setBuildCostModel

public GraphOptions.Builder setBuildCostModel(long value)

 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;

clearBuildCostModel

public GraphOptions.Builder clearBuildCostModel()

 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;

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

setBuildCostModelAfter

public GraphOptions.Builder setBuildCostModelAfter(long value)

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

int64 build_cost_model_after = 9;

clearBuildCostModelAfter

public GraphOptions.Builder clearBuildCostModelAfter()

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

int64 build_cost_model_after = 9;

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

setInferShapes

public GraphOptions.Builder setInferShapes(boolean value)

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

bool infer_shapes = 5;

clearInferShapes

public GraphOptions.Builder clearInferShapes()

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

bool infer_shapes = 5;

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

setPlacePrunedGraph

public GraphOptions.Builder setPlacePrunedGraph(boolean value)

 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;

clearPlacePrunedGraph

public GraphOptions.Builder clearPlacePrunedGraph()

 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;

getEnableBfloat16Sendrecv

public boolean getEnableBfloat16Sendrecv()

 If true, transfer float values between processes as bfloat16.
 

bool enable_bfloat16_sendrecv = 7;

Specified by:

getEnableBfloat16Sendrecv in interface GraphOptionsOrBuilder

setEnableBfloat16Sendrecv

public GraphOptions.Builder setEnableBfloat16Sendrecv(boolean value)

 If true, transfer float values between processes as bfloat16.
 

bool enable_bfloat16_sendrecv = 7;

clearEnableBfloat16Sendrecv

public GraphOptions.Builder clearEnableBfloat16Sendrecv()

 If true, transfer float values between processes as bfloat16.
 

bool enable_bfloat16_sendrecv = 7;

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

setTimelineStep

public GraphOptions.Builder setTimelineStep(int value)

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

int32 timeline_step = 8;

clearTimelineStep

public GraphOptions.Builder clearTimelineStep()

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

int32 timeline_step = 8;

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

setRewriteOptions

public GraphOptions.Builder setRewriteOptions(RewriterConfig value)

 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;

setRewriteOptions

public GraphOptions.Builder setRewriteOptions(RewriterConfig.Builder builderForValue)

 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;

mergeRewriteOptions

public GraphOptions.Builder mergeRewriteOptions(RewriterConfig value)

 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;

clearRewriteOptions

public GraphOptions.Builder clearRewriteOptions()

 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;

getRewriteOptionsBuilder

public RewriterConfig.Builder getRewriteOptionsBuilder()

 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;

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

setUnknownFields

public final GraphOptions.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeUnknownFields

public final GraphOptions.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<GraphOptions.Builder>