GraphOptions

public final class GraphOptions

Protobuf type tensorflow.GraphOptions

Nested Classes

class GraphOptions.Builder Protobuf type tensorflow.GraphOptions

Constants

int	BUILD_COST_MODEL_AFTER_FIELD_NUMBER
int	BUILD_COST_MODEL_FIELD_NUMBER
int	ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER
int	ENABLE_RECV_SCHEDULING_FIELD_NUMBER
int	INFER_SHAPES_FIELD_NUMBER
int	OPTIMIZER_OPTIONS_FIELD_NUMBER
int	PLACE_PRUNED_GRAPH_FIELD_NUMBER
int	REWRITE_OPTIONS_FIELD_NUMBER
int	TIMELINE_STEP_FIELD_NUMBER

Public Methods

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()
final static com.google.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.
	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.
final com.google.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasOptimizerOptions() Options controlling how graph is optimized.
boolean	hasRewriteOptions() Options that control the type and amount of graph rewriting.
int	hashCode()
final boolean	isInitialized()
static GraphOptions.Builder	newBuilder()
static GraphOptions.Builder	newBuilder(GraphOptions prototype)
GraphOptions.Builder	newBuilderForType()
static GraphOptions	parseDelimitedFrom(InputStream input)
static GraphOptions	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(ByteBuffer data)
static GraphOptions	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(com.google.protobuf.CodedInputStream input)
static GraphOptions	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(com.google.protobuf.ByteString data)
static GraphOptions	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphOptions	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
GraphOptions.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

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.

Constants

public static final int BUILD_COST_MODEL_AFTER_FIELD_NUMBER

Constant Value: 9

public static final int BUILD_COST_MODEL_FIELD_NUMBER

Constant Value: 4

public static final int ENABLE_BFLOAT16_SENDRECV_FIELD_NUMBER

Constant Value: 7

public static final int ENABLE_RECV_SCHEDULING_FIELD_NUMBER

Constant Value: 2

public static final int INFER_SHAPES_FIELD_NUMBER

Constant Value: 5

public static final int OPTIMIZER_OPTIONS_FIELD_NUMBER

Constant Value: 3

public static final int PLACE_PRUNED_GRAPH_FIELD_NUMBER

Constant Value: 6

public static final int REWRITE_OPTIONS_FIELD_NUMBER

Constant Value: 10

public static final int TIMELINE_STEP_FIELD_NUMBER

Constant Value: 8

Public Methods

public boolean equals (Object obj)

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 static GraphOptions getDefaultInstance ()

public GraphOptions getDefaultInstanceForType ()

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

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 OptimizerOptionsOrBuilder getOptimizerOptionsOrBuilder ()

 Options controlling how graph is optimized.

.tensorflow.OptimizerOptions optimizer_options = 3;

public getParserForType ()

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 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 getSerializedSize ()

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 final com.google.protobuf.UnknownFieldSet getUnknownFields ()

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 int hashCode ()

public final boolean isInitialized ()

public static GraphOptions.Builder newBuilder ()

public static GraphOptions.Builder newBuilder (GraphOptions prototype)

public GraphOptions.Builder newBuilderForType ()

public static GraphOptions parseDelimitedFrom (InputStream input)

Throws

IOException

public static GraphOptions parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static GraphOptions parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

public static GraphOptions parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static GraphOptions parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static GraphOptions parseFrom (com.google.protobuf.CodedInputStream input)

Throws

IOException

public static GraphOptions parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static GraphOptions parseFrom (com.google.protobuf.ByteString data)

Throws

InvalidProtocolBufferException

public static GraphOptions parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static GraphOptions parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static parser ()

public GraphOptions.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws

IOException