OptimizerOptions

public final class OptimizerOptions

 Options passed to the graph optimizer

Protobuf type tensorflow.OptimizerOptions

Nested Classes

class	OptimizerOptions.Builder	Options passed to the graph optimizer Protobuf type `tensorflow.OptimizerOptions`
enum	OptimizerOptions.GlobalJitLevel	Control the use of the compiler/jit.
enum	OptimizerOptions.Level	Optimization level Protobuf enum `tensorflow.OptimizerOptions.Level`

Constants

int	DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
int	DO_CONSTANT_FOLDING_FIELD_NUMBER
int	DO_FUNCTION_INLINING_FIELD_NUMBER
int	GLOBAL_JIT_LEVEL_FIELD_NUMBER
int	MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
int	OPT_LEVEL_FIELD_NUMBER

Public Methods

boolean	equals(Object obj)
static OptimizerOptions	getDefaultInstance()
OptimizerOptions	getDefaultInstanceForType()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getDoCommonSubexpressionElimination() If true, optimize the graph using common subexpression elimination.
boolean	getDoConstantFolding() If true, perform constant folding optimization on the graph.
boolean	getDoFunctionInlining() If true, perform function inlining on the graph.
OptimizerOptions.GlobalJitLevel	getGlobalJitLevel() `.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;`
int	getGlobalJitLevelValue() `.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;`
long	getMaxFoldedConstantInBytes() Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
OptimizerOptions.Level	getOptLevel() Overall optimization level.
int	getOptLevelValue() Overall optimization level.
	getParserForType()
int	getSerializedSize()
final com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
final boolean	isInitialized()
static OptimizerOptions.Builder	newBuilder(OptimizerOptions prototype)
static OptimizerOptions.Builder	newBuilder()
OptimizerOptions.Builder	newBuilderForType()
static OptimizerOptions	parseDelimitedFrom(InputStream input)
static OptimizerOptions	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(ByteBuffer data)
static OptimizerOptions	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(com.google.protobuf.CodedInputStream input)
static OptimizerOptions	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(com.google.protobuf.ByteString data)
static OptimizerOptions	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
OptimizerOptions.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.OptimizerOptionsOrBuilder

abstract boolean	getDoCommonSubexpressionElimination() If true, optimize the graph using common subexpression elimination.
abstract boolean	getDoConstantFolding() If true, perform constant folding optimization on the graph.
abstract boolean	getDoFunctionInlining() If true, perform function inlining on the graph.
abstract OptimizerOptions.GlobalJitLevel	getGlobalJitLevel() `.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;`
abstract int	getGlobalJitLevelValue() `.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;`
abstract long	getMaxFoldedConstantInBytes() Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
abstract OptimizerOptions.Level	getOptLevel() Overall optimization level.
abstract int	getOptLevelValue() Overall optimization level.

Constants

public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

Constant Value: 1

public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER

Constant Value: 2

public static final int DO_FUNCTION_INLINING_FIELD_NUMBER

Constant Value: 4

public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER

Constant Value: 5

public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER

Constant Value: 6

public static final int OPT_LEVEL_FIELD_NUMBER

Constant Value: 3

Public Methods

public boolean equals (Object obj)

public static OptimizerOptions getDefaultInstance ()

public OptimizerOptions getDefaultInstanceForType ()

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

public boolean getDoCommonSubexpressionElimination ()

 If true, optimize the graph using common subexpression elimination.

bool do_common_subexpression_elimination = 1;

public boolean getDoConstantFolding ()

 If true, perform constant folding optimization on the graph.

bool do_constant_folding = 2;

public boolean getDoFunctionInlining ()

 If true, perform function inlining on the graph.

bool do_function_inlining = 4;

public OptimizerOptions.GlobalJitLevel getGlobalJitLevel ()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

public int getGlobalJitLevelValue ()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

public long getMaxFoldedConstantInBytes ()

 Constant folding optimization replaces tensors whose values can be
 predetermined, with constant nodes. To avoid inserting too large constants,
 the size of each constant created can be limited. If this value is zero, a
 default limit of 10 MiB will be applied. If constant folding optimization
 is disabled, this value is ignored.

int64 max_folded_constant_in_bytes = 6;

public OptimizerOptions.Level getOptLevel ()

 Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.

.tensorflow.OptimizerOptions.Level opt_level = 3;

public int getOptLevelValue ()

 Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.

.tensorflow.OptimizerOptions.Level opt_level = 3;

public getParserForType ()

public int getSerializedSize ()

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public int hashCode ()

public final boolean isInitialized ()

public static OptimizerOptions.Builder newBuilder (OptimizerOptions prototype)

public static OptimizerOptions.Builder newBuilder ()

public OptimizerOptions.Builder newBuilderForType ()

public static OptimizerOptions parseDelimitedFrom (InputStream input)

Throws

IOException

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

Throws

IOException

public static OptimizerOptions parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

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

Throws

IOException

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

Throws

InvalidProtocolBufferException

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

Throws

IOException

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

Throws

InvalidProtocolBufferException

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

Throws

InvalidProtocolBufferException

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

Throws

IOException

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

Throws

InvalidProtocolBufferException

public static parser ()

public OptimizerOptions.Builder toBuilder ()

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

Throws

IOException