public final class OptimizerOptions extends org.nd4j.shade.protobuf.GeneratedMessageV3 implements OptimizerOptionsOrBuilder
Options passed to the graph optimizerProtobuf type
tensorflow.OptimizerOptions
Modifier and Type | Class and Description |
---|---|
static class |
OptimizerOptions.Builder
Options passed to the graph optimizer
|
static class |
OptimizerOptions.GlobalJitLevel
Control the use of the compiler/jit.
|
static class |
OptimizerOptions.Level
Optimization level
|
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
Modifier and Type | Field and 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 |
Modifier and Type | Method and 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(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 OptimizerOptions |
parseFrom(InputStream input) |
static OptimizerOptions |
parseFrom(InputStream 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) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, 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
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
addAll, addAll, checkByteStringIsUtf8, getSerializedSizeInternal, isInitializedInternal, makeImmutableInternal, mergeFromInternal, toByteArray, toByteString, writeDelimitedTo, writeTo, writeToInternal
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER
public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
public static final int DO_FUNCTION_INLINING_FIELD_NUMBER
public static final int OPT_LEVEL_FIELD_NUMBER
public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER
protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
getUnknownFields
in interface org.nd4j.shade.protobuf.MessageOrBuilder
getUnknownFields
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public boolean getDoCommonSubexpressionElimination()
If true, optimize the graph using common subexpression elimination.
bool do_common_subexpression_elimination = 1;
getDoCommonSubexpressionElimination
in interface OptimizerOptionsOrBuilder
public boolean getDoConstantFolding()
If true, perform constant folding optimization on the graph.
bool do_constant_folding = 2;
getDoConstantFolding
in interface OptimizerOptionsOrBuilder
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;
getMaxFoldedConstantInBytes
in interface OptimizerOptionsOrBuilder
public boolean getDoFunctionInlining()
If true, perform function inlining on the graph.
bool do_function_inlining = 4;
getDoFunctionInlining
in interface OptimizerOptionsOrBuilder
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;
getOptLevelValue
in interface OptimizerOptionsOrBuilder
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;
getOptLevel
in interface OptimizerOptionsOrBuilder
public int getGlobalJitLevelValue()
.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
getGlobalJitLevelValue
in interface OptimizerOptionsOrBuilder
public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()
.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
getGlobalJitLevel
in interface OptimizerOptionsOrBuilder
public final boolean isInitialized()
isInitialized
in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
isInitialized
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output) throws IOException
writeTo
in interface org.nd4j.shade.protobuf.MessageLite
writeTo
in class org.nd4j.shade.protobuf.GeneratedMessageV3
IOException
public int getSerializedSize()
getSerializedSize
in interface org.nd4j.shade.protobuf.MessageLite
getSerializedSize
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public boolean equals(Object obj)
equals
in interface org.nd4j.shade.protobuf.Message
equals
in class org.nd4j.shade.protobuf.AbstractMessage
public int hashCode()
hashCode
in interface org.nd4j.shade.protobuf.Message
hashCode
in class org.nd4j.shade.protobuf.AbstractMessage
public static OptimizerOptions parseFrom(ByteBuffer data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(byte[] data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
org.nd4j.shade.protobuf.InvalidProtocolBufferException
public static OptimizerOptions parseFrom(InputStream input) throws IOException
IOException
public static OptimizerOptions parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOException
public static OptimizerOptions parseDelimitedFrom(InputStream input) throws IOException
IOException
public static OptimizerOptions parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOException
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input) throws IOException
IOException
public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOException
public OptimizerOptions.Builder newBuilderForType()
newBuilderForType
in interface org.nd4j.shade.protobuf.Message
newBuilderForType
in interface org.nd4j.shade.protobuf.MessageLite
public static OptimizerOptions.Builder newBuilder()
public static OptimizerOptions.Builder newBuilder(OptimizerOptions prototype)
public OptimizerOptions.Builder toBuilder()
toBuilder
in interface org.nd4j.shade.protobuf.Message
toBuilder
in interface org.nd4j.shade.protobuf.MessageLite
protected OptimizerOptions.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public static OptimizerOptions getDefaultInstance()
public static org.nd4j.shade.protobuf.Parser<OptimizerOptions> parser()
public org.nd4j.shade.protobuf.Parser<OptimizerOptions> getParserForType()
getParserForType
in interface org.nd4j.shade.protobuf.Message
getParserForType
in interface org.nd4j.shade.protobuf.MessageLite
getParserForType
in class org.nd4j.shade.protobuf.GeneratedMessageV3
public OptimizerOptions getDefaultInstanceForType()
getDefaultInstanceForType
in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
getDefaultInstanceForType
in interface org.nd4j.shade.protobuf.MessageOrBuilder
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