Class GraphOptions.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

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

org.tensorflow.proto.GraphOptions.Builder

All Implemented Interfaces:

Message.Builder, MessageLite.Builder, MessageLiteOrBuilder, MessageOrBuilder, Cloneable, GraphOptionsOrBuilder

Enclosing class:

GraphOptions

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

Protobuf type tensorflow.GraphOptions

Method Summary

Modifier and Type	Method	Description
GraphOptions.Builder	addRepeatedField(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. 0 means no cost model.
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(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(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. 0 means no cost model.
long	getBuildCostModelAfter()	The number of steps to skip before collecting statistics for the cost model.
GraphOptions	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
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 GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
GraphOptions.Builder	mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
GraphOptions.Builder	mergeFrom(Message other)
GraphOptions.Builder	mergeFrom(GraphOptions 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.
final GraphOptions.Builder	mergeUnknownFields(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. 0 means no cost model.
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(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 value)	Options controlling how graph is optimized.
GraphOptions.Builder	setOptimizerOptions(OptimizerOptions.Builder builderForValue)	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(Descriptors.FieldDescriptor field, int index, Object value)
GraphOptions.Builder	setRewriteOptions(RewriterConfig value)	Options that control the type and amount of graph rewriting.
GraphOptions.Builder	setRewriteOptions(RewriterConfig.Builder builderForValue)	Options that control the type and amount of graph rewriting.
GraphOptions.Builder	setTimelineStep(int value)	If > 0, record a timeline every this many steps.
final GraphOptions.Builder	setUnknownFields(UnknownFieldSet unknownFields)

Methods inherited from class GeneratedMessageV3.Builder

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

Methods inherited from class AbstractMessage.Builder

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

Methods inherited from class AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class Object

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

Methods inherited from interface Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface MessageLite.Builder

mergeFrom

Methods inherited from interface MessageOrBuilder

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

Method Details

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3.Builder<GraphOptions.Builder>

clear

public GraphOptions.Builder clear()

Specified by:

clear in interface Message.Builder

Specified by:

clear in interface MessageLite.Builder

Overrides:

clear in class GeneratedMessageV3.Builder<GraphOptions.Builder>

getDescriptorForType

public Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface Message.Builder

Specified by:

getDescriptorForType in interface MessageOrBuilder

Overrides:

getDescriptorForType in class GeneratedMessageV3.Builder<GraphOptions.Builder>

getDefaultInstanceForType

public GraphOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder

build

public GraphOptions build()

Specified by:

build in interface Message.Builder

Specified by:

build in interface MessageLite.Builder

buildPartial

public GraphOptions buildPartial()

Specified by:

buildPartial in interface Message.Builder

Specified by:

buildPartial in interface MessageLite.Builder

clone

public GraphOptions.Builder clone()

Specified by:

clone in interface Message.Builder

Specified by:

clone in interface MessageLite.Builder

Overrides:

clone in class GeneratedMessageV3.Builder<GraphOptions.Builder>

setField

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

Specified by:

setField in interface Message.Builder

Overrides:

setField in class GeneratedMessageV3.Builder<GraphOptions.Builder>

clearField

public GraphOptions.Builder clearField(Descriptors.FieldDescriptor field)

Specified by:

clearField in interface Message.Builder

Overrides:

clearField in class GeneratedMessageV3.Builder<GraphOptions.Builder>

clearOneof

public GraphOptions.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface Message.Builder

Overrides:

clearOneof in class GeneratedMessageV3.Builder<GraphOptions.Builder>

setRepeatedField

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

Specified by:

setRepeatedField in interface Message.Builder

Overrides:

setRepeatedField in class GeneratedMessageV3.Builder<GraphOptions.Builder>

addRepeatedField

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

Specified by:

addRepeatedField in interface Message.Builder

Overrides:

addRepeatedField in class GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeFrom

public GraphOptions.Builder mergeFrom(Message other)

Specified by:

mergeFrom in interface Message.Builder

Overrides:

mergeFrom in class AbstractMessage.Builder<GraphOptions.Builder>

mergeFrom

public GraphOptions.Builder mergeFrom(GraphOptions other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeFrom

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

Specified by:

mergeFrom in interface Message.Builder

Specified by:

mergeFrom in interface MessageLite.Builder

Overrides:

mergeFrom in class 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

Returns:

The enableRecvScheduling.

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;

Parameters:

value - The enableRecvScheduling to set.

Returns:

This builder for chaining.

clearEnableRecvScheduling

public GraphOptions.Builder clearEnableRecvScheduling()

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

bool enable_recv_scheduling = 2;

Returns:

This builder for chaining.

hasOptimizerOptions

public boolean hasOptimizerOptions()

Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

Specified by:

hasOptimizerOptions in interface GraphOptionsOrBuilder

Returns:

Whether the optimizerOptions field is set.

getOptimizerOptions

public OptimizerOptions getOptimizerOptions()

Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

Specified by:

getOptimizerOptions in interface GraphOptionsOrBuilder

Returns:

The optimizerOptions.

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

Returns:

The buildCostModel.

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;

Parameters:

value - The buildCostModel to set.

Returns:

This builder for chaining.

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;

Returns:

This builder for chaining.

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

Returns:

The buildCostModelAfter.

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;

Parameters:

value - The buildCostModelAfter to set.

Returns:

This builder for chaining.

clearBuildCostModelAfter

public GraphOptions.Builder clearBuildCostModelAfter()

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

int64 build_cost_model_after = 9;

Returns:

This builder for chaining.

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

Returns:

The inferShapes.

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;

Parameters:

value - The inferShapes to set.

Returns:

This builder for chaining.

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;

Returns:

This builder for chaining.

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

Returns:

The placePrunedGraph.

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;

Parameters:

value - The placePrunedGraph to set.

Returns:

This builder for chaining.

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;

Returns:

This builder for chaining.

getEnableBfloat16Sendrecv

public boolean getEnableBfloat16Sendrecv()

If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

Specified by:

getEnableBfloat16Sendrecv in interface GraphOptionsOrBuilder

Returns:

The enableBfloat16Sendrecv.

setEnableBfloat16Sendrecv

public GraphOptions.Builder setEnableBfloat16Sendrecv(boolean value)

If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

Parameters:

value - The enableBfloat16Sendrecv to set.

Returns:

This builder for chaining.

clearEnableBfloat16Sendrecv

public GraphOptions.Builder clearEnableBfloat16Sendrecv()

If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

Returns:

This builder for chaining.

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

Returns:

The timelineStep.

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;

Parameters:

value - The timelineStep to set.

Returns:

This builder for chaining.

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;

Returns:

This builder for chaining.

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

Returns:

Whether the rewriteOptions field is set.

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

Returns:

The rewriteOptions.

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(UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface Message.Builder

Overrides:

setUnknownFields in class GeneratedMessageV3.Builder<GraphOptions.Builder>

mergeUnknownFields

public final GraphOptions.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface Message.Builder

Overrides:

mergeUnknownFields in class GeneratedMessageV3.Builder<GraphOptions.Builder>