GraphOptions.Builder

public static final class GraphOptions.Builder

Protobuf type tensorflow.GraphOptions

Public Methods

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()
final 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.
final boolean	isInitialized()
GraphOptions.Builder	mergeFrom(com.google.protobuf.Message other)
GraphOptions.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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(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 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(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.
final GraphOptions.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.GraphOptionsOrBuilder

abstract 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.
abstract long	getBuildCostModelAfter() The number of steps to skip before collecting statistics for the cost model.
abstract boolean	getEnableBfloat16Sendrecv() If true, transfer float values between processes as bfloat16.
abstract boolean	getEnableRecvScheduling() If true, use control flow to schedule the activation of Recv nodes.
abstract boolean	getInferShapes() Annotate each Node with Op output shape data, to the extent it can be statically inferred.
abstract OptimizerOptions	getOptimizerOptions() Options controlling how graph is optimized.
abstract OptimizerOptionsOrBuilder	getOptimizerOptionsOrBuilder() Options controlling how graph is optimized.
abstract boolean	getPlacePrunedGraph() Only place the subgraphs that are run, rather than the entire graph.
abstract RewriterConfig	getRewriteOptions() Options that control the type and amount of graph rewriting.
abstract RewriterConfigOrBuilder	getRewriteOptionsOrBuilder() Options that control the type and amount of graph rewriting.
abstract int	getTimelineStep() If > 0, record a timeline every this many steps.
abstract boolean	hasOptimizerOptions() Options controlling how graph is optimized.
abstract boolean	hasRewriteOptions() Options that control the type and amount of graph rewriting.

Public Methods

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

public GraphOptions build ()

public GraphOptions buildPartial ()

public GraphOptions.Builder clear ()

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;

public GraphOptions.Builder clearBuildCostModelAfter ()

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

int64 build_cost_model_after = 9;

public GraphOptions.Builder clearEnableBfloat16Sendrecv ()

 If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

public GraphOptions.Builder clearEnableRecvScheduling ()

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

bool enable_recv_scheduling = 2;

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

public GraphOptions.Builder clearInferShapes ()

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

bool infer_shapes = 5;

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

public GraphOptions.Builder clearOptimizerOptions ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

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;

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;

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;

public GraphOptions.Builder clone ()

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;

public long getBuildCostModelAfter ()

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

int64 build_cost_model_after = 9;

public GraphOptions getDefaultInstanceForType ()

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

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

public boolean getEnableBfloat16Sendrecv ()

 If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

public boolean getEnableRecvScheduling ()

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

bool enable_recv_scheduling = 2;

public boolean getInferShapes ()

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

bool infer_shapes = 5;

public OptimizerOptions getOptimizerOptions ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

public OptimizerOptions.Builder getOptimizerOptionsBuilder ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

public OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

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;

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;

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;

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;

public int getTimelineStep ()

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

int32 timeline_step = 8;

public boolean hasOptimizerOptions ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

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;

public final boolean isInitialized ()

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

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

Throws

IOException

public GraphOptions.Builder mergeOptimizerOptions (OptimizerOptions value)

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

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;

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

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;

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;

public GraphOptions.Builder setEnableBfloat16Sendrecv (boolean value)

 If true, transfer float values between processes as bfloat16.

bool enable_bfloat16_sendrecv = 7;

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;

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

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;

public GraphOptions.Builder setOptimizerOptions (OptimizerOptions value)

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

public GraphOptions.Builder setOptimizerOptions (OptimizerOptions.Builder builderForValue)

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

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;

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

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;

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;

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;

GraphOptions.Builder

Public Methods

Inherited Methods

Public Methods

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

public GraphOptions build ()

public GraphOptions buildPartial ()

public GraphOptions.Builder clear ()

public GraphOptions.Builder clearBuildCostModel ()

public GraphOptions.Builder clearBuildCostModelAfter ()

public GraphOptions.Builder clearEnableBfloat16Sendrecv ()

public GraphOptions.Builder clearEnableRecvScheduling ()

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

public GraphOptions.Builder clearInferShapes ()

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

public GraphOptions.Builder clearOptimizerOptions ()

public GraphOptions.Builder clearPlacePrunedGraph ()

public GraphOptions.Builder clearRewriteOptions ()

public GraphOptions.Builder clearTimelineStep ()

public GraphOptions.Builder clone ()

public long getBuildCostModel ()

public long getBuildCostModelAfter ()

public GraphOptions getDefaultInstanceForType ()

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

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

public boolean getEnableBfloat16Sendrecv ()

public boolean getEnableRecvScheduling ()

public boolean getInferShapes ()

public OptimizerOptions getOptimizerOptions ()

public OptimizerOptions.Builder getOptimizerOptionsBuilder ()

public OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder ()

public boolean getPlacePrunedGraph ()

public RewriterConfig getRewriteOptions ()

public RewriterConfig.Builder getRewriteOptionsBuilder ()

public RewriterConfigOrBuilder getRewriteOptionsOrBuilder ()

public int getTimelineStep ()

public boolean hasOptimizerOptions ()

public boolean hasRewriteOptions ()

public final boolean isInitialized ()

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

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

Throws

public GraphOptions.Builder mergeOptimizerOptions (OptimizerOptions value)

public GraphOptions.Builder mergeRewriteOptions (RewriterConfig value)

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

public GraphOptions.Builder setBuildCostModel (long value)

public GraphOptions.Builder setBuildCostModelAfter (long value)

public GraphOptions.Builder setEnableBfloat16Sendrecv (boolean value)

public GraphOptions.Builder setEnableRecvScheduling (boolean value)

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

public GraphOptions.Builder setInferShapes (boolean value)

public GraphOptions.Builder setOptimizerOptions (OptimizerOptions value)

public GraphOptions.Builder setOptimizerOptions (OptimizerOptions.Builder builderForValue)

public GraphOptions.Builder setPlacePrunedGraph (boolean value)

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

public GraphOptions.Builder setRewriteOptions (RewriterConfig.Builder builderForValue)

public GraphOptions.Builder setRewriteOptions (RewriterConfig value)

public GraphOptions.Builder setTimelineStep (int value)

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