Class OptimizerOptions
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.proto.OptimizerOptions
- All Implemented Interfaces:
Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, OptimizerOptionsOrBuilder
Options passed to the graph optimizerProtobuf type
tensorflow.OptimizerOptions- See Also:
-
Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classOptions passed to the graph optimizerstatic enumControl the use of the compiler/jit.static enumOptimization levelNested classes/interfaces inherited from class GeneratedMessageV3
GeneratedMessageV3.BuilderParent, GeneratedMessageV3.ExtendableBuilder<MessageType, BuilderType>, GeneratedMessageV3.ExtendableMessage<MessageType>, GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType>, GeneratedMessageV3.FieldAccessorTable, GeneratedMessageV3.UnusedPrivateParameterNested classes/interfaces inherited from class AbstractMessageLite
AbstractMessageLite.InternalOneOfEnum -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intFields inherited from class GeneratedMessageV3
alwaysUseFieldBuilders, unknownFieldsFields inherited from class AbstractMessage
memoizedSizeFields inherited from class AbstractMessageLite
memoizedHashCode -
Method Summary
Modifier and TypeMethodDescriptionbooleanbooleanCPU code will be autoclustered only if global_jit_level >= ON_1 and either: - this flag is true, or - TF_XLA_FLAGS contains --tf_xla_cpu_global_jit=true.static OptimizerOptionsstatic final Descriptors.DescriptorbooleanIf true, optimize the graph using common subexpression elimination.booleanIf true, perform constant folding optimization on the graph.booleanIf true, perform function inlining on the graph..tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;int.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;longConstant folding optimization replaces tensors whose values can be predetermined, with constant nodes.Overall optimization level.intOverall optimization level.intfinal UnknownFieldSetinthashCode()protected GeneratedMessageV3.FieldAccessorTablefinal booleanstatic OptimizerOptions.Builderstatic OptimizerOptions.BuildernewBuilder(OptimizerOptions prototype) protected OptimizerOptions.Builderprotected Objectstatic OptimizerOptionsparseDelimitedFrom(InputStream input) static OptimizerOptionsparseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry) static OptimizerOptionsparseFrom(byte[] data) static OptimizerOptionsparseFrom(byte[] data, ExtensionRegistryLite extensionRegistry) static OptimizerOptionsparseFrom(ByteString data) static OptimizerOptionsparseFrom(ByteString data, ExtensionRegistryLite extensionRegistry) static OptimizerOptionsparseFrom(CodedInputStream input) static OptimizerOptionsparseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry) static OptimizerOptionsparseFrom(InputStream input) static OptimizerOptionsparseFrom(InputStream input, ExtensionRegistryLite extensionRegistry) static OptimizerOptionsparseFrom(ByteBuffer data) static OptimizerOptionsparseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry) static Parser<OptimizerOptions> parser()voidwriteTo(CodedOutputStream output) Methods inherited from class GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagMethods inherited from class AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringMethods inherited from class AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface MessageLite
toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof
-
Field Details
-
DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER- See Also:
-
DO_CONSTANT_FOLDING_FIELD_NUMBER
public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER- See Also:
-
MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER- See Also:
-
DO_FUNCTION_INLINING_FIELD_NUMBER
public static final int DO_FUNCTION_INLINING_FIELD_NUMBER- See Also:
-
OPT_LEVEL_FIELD_NUMBER
public static final int OPT_LEVEL_FIELD_NUMBER- See Also:
-
GLOBAL_JIT_LEVEL_FIELD_NUMBER
public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER- See Also:
-
CPU_GLOBAL_JIT_FIELD_NUMBER
public static final int CPU_GLOBAL_JIT_FIELD_NUMBER- See Also:
-
-
Method Details
-
newInstance
- Overrides:
newInstancein classGeneratedMessageV3
-
getUnknownFields
- Specified by:
getUnknownFieldsin interfaceMessageOrBuilder- Overrides:
getUnknownFieldsin classGeneratedMessageV3
-
getDescriptor
-
internalGetFieldAccessorTable
- Specified by:
internalGetFieldAccessorTablein classGeneratedMessageV3
-
getDoCommonSubexpressionElimination
public boolean getDoCommonSubexpressionElimination()If true, optimize the graph using common subexpression elimination. Note: the optimization Level L1 will override this setting to true. So in order to disable common subexpression elimination the opt_level has to be set to L0.
bool do_common_subexpression_elimination = 1;- Specified by:
getDoCommonSubexpressionEliminationin interfaceOptimizerOptionsOrBuilder- Returns:
- The doCommonSubexpressionElimination.
-
getDoConstantFolding
public boolean getDoConstantFolding()If true, perform constant folding optimization on the graph. Note: the optimization Level L1 will override this setting to true. So in order to disable constant folding the opt_level has to be set to L0.
bool do_constant_folding = 2;- Specified by:
getDoConstantFoldingin interfaceOptimizerOptionsOrBuilder- Returns:
- The doConstantFolding.
-
getMaxFoldedConstantInBytes
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;- Specified by:
getMaxFoldedConstantInBytesin interfaceOptimizerOptionsOrBuilder- Returns:
- The maxFoldedConstantInBytes.
-
getDoFunctionInlining
public boolean getDoFunctionInlining()If true, perform function inlining on the graph.
bool do_function_inlining = 4;- Specified by:
getDoFunctionInliningin interfaceOptimizerOptionsOrBuilder- Returns:
- The doFunctionInlining.
-
getOptLevelValue
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;- Specified by:
getOptLevelValuein interfaceOptimizerOptionsOrBuilder- Returns:
- The enum numeric value on the wire for optLevel.
-
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;- Specified by:
getOptLevelin interfaceOptimizerOptionsOrBuilder- Returns:
- The optLevel.
-
getGlobalJitLevelValue
public int getGlobalJitLevelValue().tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;- Specified by:
getGlobalJitLevelValuein interfaceOptimizerOptionsOrBuilder- Returns:
- The enum numeric value on the wire for globalJitLevel.
-
getGlobalJitLevel
.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;- Specified by:
getGlobalJitLevelin interfaceOptimizerOptionsOrBuilder- Returns:
- The globalJitLevel.
-
getCpuGlobalJit
public boolean getCpuGlobalJit()CPU code will be autoclustered only if global_jit_level >= ON_1 and either: - this flag is true, or - TF_XLA_FLAGS contains --tf_xla_cpu_global_jit=true.
bool cpu_global_jit = 7;- Specified by:
getCpuGlobalJitin interfaceOptimizerOptionsOrBuilder- Returns:
- The cpuGlobalJit.
-
isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfaceMessageLiteOrBuilder- Overrides:
isInitializedin classGeneratedMessageV3
-
writeTo
- Specified by:
writeToin interfaceMessageLite- Overrides:
writeToin classGeneratedMessageV3- Throws:
IOException
-
getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfaceMessageLite- Overrides:
getSerializedSizein classGeneratedMessageV3
-
equals
- Specified by:
equalsin interfaceMessage- Overrides:
equalsin classAbstractMessage
-
hashCode
public int hashCode()- Specified by:
hashCodein interfaceMessage- Overrides:
hashCodein classAbstractMessage
-
parseFrom
- Throws:
InvalidProtocolBufferException
-
parseFrom
public static OptimizerOptions parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException - Throws:
InvalidProtocolBufferException
-
parseFrom
- Throws:
InvalidProtocolBufferException
-
parseFrom
public static OptimizerOptions parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException - Throws:
InvalidProtocolBufferException
-
parseFrom
- Throws:
InvalidProtocolBufferException
-
parseFrom
public static OptimizerOptions parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException - Throws:
InvalidProtocolBufferException
-
parseFrom
- Throws:
IOException
-
parseFrom
public static OptimizerOptions parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
-
parseDelimitedFrom
- Throws:
IOException
-
parseDelimitedFrom
public static OptimizerOptions parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
-
parseFrom
- Throws:
IOException
-
parseFrom
public static OptimizerOptions parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
-
newBuilderForType
- Specified by:
newBuilderForTypein interfaceMessage- Specified by:
newBuilderForTypein interfaceMessageLite
-
newBuilder
-
newBuilder
-
toBuilder
- Specified by:
toBuilderin interfaceMessage- Specified by:
toBuilderin interfaceMessageLite
-
newBuilderForType
- Specified by:
newBuilderForTypein classGeneratedMessageV3
-
getDefaultInstance
-
parser
-
getParserForType
- Specified by:
getParserForTypein interfaceMessage- Specified by:
getParserForTypein interfaceMessageLite- Overrides:
getParserForTypein classGeneratedMessageV3
-
getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfaceMessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfaceMessageOrBuilder
-