Package org.tensorflow.framework
Class OptimizerOptions
- java.lang.Object
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- org.nd4j.shade.protobuf.AbstractMessageLite
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- org.nd4j.shade.protobuf.AbstractMessage
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- org.nd4j.shade.protobuf.GeneratedMessageV3
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- org.tensorflow.framework.OptimizerOptions
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- All Implemented Interfaces:
Serializable
,org.nd4j.shade.protobuf.Message
,org.nd4j.shade.protobuf.MessageLite
,org.nd4j.shade.protobuf.MessageLiteOrBuilder
,org.nd4j.shade.protobuf.MessageOrBuilder
,OptimizerOptionsOrBuilder
public final class OptimizerOptions extends org.nd4j.shade.protobuf.GeneratedMessageV3 implements OptimizerOptionsOrBuilder
Options passed to the graph optimizer
Protobuf typetensorflow.OptimizerOptions
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
OptimizerOptions.Builder
Options passed to the graph optimizerstatic class
OptimizerOptions.GlobalJitLevel
Control the use of the compiler/jit.static class
OptimizerOptions.Level
Optimization level-
Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3
org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter
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Field Summary
Fields Modifier and Type Field Description static int
DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
static int
DO_CONSTANT_FOLDING_FIELD_NUMBER
static int
DO_FUNCTION_INLINING_FIELD_NUMBER
static int
GLOBAL_JIT_LEVEL_FIELD_NUMBER
static int
MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
static int
OPT_LEVEL_FIELD_NUMBER
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description boolean
equals(Object obj)
static OptimizerOptions
getDefaultInstance()
OptimizerOptions
getDefaultInstanceForType()
static org.nd4j.shade.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.org.nd4j.shade.protobuf.Parser<OptimizerOptions>
getParserForType()
int
getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet
getUnknownFields()
int
hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
internalGetFieldAccessorTable()
boolean
isInitialized()
static OptimizerOptions.Builder
newBuilder()
static OptimizerOptions.Builder
newBuilder(OptimizerOptions prototype)
OptimizerOptions.Builder
newBuilderForType()
protected OptimizerOptions.Builder
newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object
newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static OptimizerOptions
parseDelimitedFrom(InputStream input)
static OptimizerOptions
parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions
parseFrom(byte[] data)
static OptimizerOptions
parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions
parseFrom(InputStream input)
static OptimizerOptions
parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions
parseFrom(ByteBuffer data)
static OptimizerOptions
parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions
parseFrom(org.nd4j.shade.protobuf.ByteString data)
static OptimizerOptions
parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static OptimizerOptions
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<OptimizerOptions>
parser()
OptimizerOptions.Builder
toBuilder()
void
writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
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Methods inherited from class org.nd4j.shade.protobuf.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, writeStringNoTag
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Field Detail
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DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
- See Also:
- Constant Field Values
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DO_CONSTANT_FOLDING_FIELD_NUMBER
public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER
- See Also:
- Constant Field Values
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MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
- See Also:
- Constant Field Values
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DO_FUNCTION_INLINING_FIELD_NUMBER
public static final int DO_FUNCTION_INLINING_FIELD_NUMBER
- See Also:
- Constant Field Values
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OPT_LEVEL_FIELD_NUMBER
public static final int OPT_LEVEL_FIELD_NUMBER
- See Also:
- Constant Field Values
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GLOBAL_JIT_LEVEL_FIELD_NUMBER
public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER
- See Also:
- Constant Field Values
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Method Detail
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newInstance
protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
- Overrides:
newInstance
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getUnknownFields
public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
- Specified by:
getUnknownFields
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
- Overrides:
getUnknownFields
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDescriptor
public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetFieldAccessorTable
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTable
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDoCommonSubexpressionElimination
public boolean getDoCommonSubexpressionElimination()
If true, optimize the graph using common subexpression elimination.
bool do_common_subexpression_elimination = 1;
- Specified by:
getDoCommonSubexpressionElimination
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The doCommonSubexpressionElimination.
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getDoConstantFolding
public boolean getDoConstantFolding()
If true, perform constant folding optimization on the graph.
bool do_constant_folding = 2;
- Specified by:
getDoConstantFolding
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The doConstantFolding.
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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:
getMaxFoldedConstantInBytes
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The maxFoldedConstantInBytes.
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getDoFunctionInlining
public boolean getDoFunctionInlining()
If true, perform function inlining on the graph.
bool do_function_inlining = 4;
- Specified by:
getDoFunctionInlining
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The doFunctionInlining.
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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:
getOptLevelValue
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The enum numeric value on the wire for optLevel.
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getOptLevel
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;
- Specified by:
getOptLevel
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The optLevel.
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getGlobalJitLevelValue
public int getGlobalJitLevelValue()
.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
- Specified by:
getGlobalJitLevelValue
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The enum numeric value on the wire for globalJitLevel.
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getGlobalJitLevel
public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()
.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
- Specified by:
getGlobalJitLevel
in interfaceOptimizerOptionsOrBuilder
- Returns:
- The globalJitLevel.
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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writeTo
public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
writeTo
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
- Throws:
IOException
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getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getSerializedSize
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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equals
public boolean equals(Object obj)
- Specified by:
equals
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
equals
in classorg.nd4j.shade.protobuf.AbstractMessage
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hashCode
public int hashCode()
- Specified by:
hashCode
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
hashCode
in classorg.nd4j.shade.protobuf.AbstractMessage
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parseFrom
public static OptimizerOptions parseFrom(ByteBuffer data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(byte[] data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static OptimizerOptions parseFrom(InputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static OptimizerOptions parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static OptimizerOptions parseDelimitedFrom(InputStream input) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static OptimizerOptions parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseFrom
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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newBuilderForType
public OptimizerOptions.Builder newBuilderForType()
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilder
public static OptimizerOptions.Builder newBuilder()
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newBuilder
public static OptimizerOptions.Builder newBuilder(OptimizerOptions prototype)
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toBuilder
public OptimizerOptions.Builder toBuilder()
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilderForType
protected OptimizerOptions.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstance
public static OptimizerOptions getDefaultInstance()
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parser
public static org.nd4j.shade.protobuf.Parser<OptimizerOptions> parser()
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getParserForType
public org.nd4j.shade.protobuf.Parser<OptimizerOptions> getParserForType()
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getParserForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
public OptimizerOptions getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
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