org.tensorflow.framework

Interface OptimizerOptionsOrBuilder

All Superinterfaces:

org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder

All Known Implementing Classes:

OptimizerOptions, OptimizerOptions.Builder

public interface OptimizerOptionsOrBuilder
extends org.nd4j.shade.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
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.

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

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

Methods inherited from interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getDoCommonSubexpressionElimination

boolean getDoCommonSubexpressionElimination()

 If true, optimize the graph using common subexpression elimination.
 

bool do_common_subexpression_elimination = 1;

getDoConstantFolding

boolean getDoConstantFolding()

 If true, perform constant folding optimization on the graph.
 

bool do_constant_folding = 2;

getMaxFoldedConstantInBytes

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;

getDoFunctionInlining

boolean getDoFunctionInlining()

 If true, perform function inlining on the graph.
 

bool do_function_inlining = 4;

getOptLevelValue

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;

getOptLevel

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;

getGlobalJitLevelValue

int getGlobalJitLevelValue()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

getGlobalJitLevel

OptimizerOptions.GlobalJitLevel getGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;