Package org.tensorflow.metadata.v0
Class TensorRepresentation.Builder
- java.lang.Object
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- com.google.protobuf.AbstractMessageLite.Builder
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- com.google.protobuf.AbstractMessage.Builder<BuilderType>
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- com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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- org.tensorflow.metadata.v0.TensorRepresentation.Builder
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- All Implemented Interfaces:
com.google.protobuf.Message.Builder,com.google.protobuf.MessageLite.Builder,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Cloneable,TensorRepresentationOrBuilder
- Enclosing class:
- TensorRepresentation
public static final class TensorRepresentation.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder> implements TensorRepresentationOrBuilder
A TensorRepresentation captures the intent for converting columns in a dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors). Note that one tf.CompositeTensor may consist of data from multiple columns, for example, a N-dimensional tf.SparseTensor may need N + 1 columns to provide the sparse indices and values. Note that the "column name" that a TensorRepresentation needs is a string, not a Path -- it means that the column name identifies a top-level Feature in the schema (i.e. you cannot specify a Feature nested in a STRUCT Feature).
Protobuf typetensorflow.metadata.v0.TensorRepresentation
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description TensorRepresentation.BuilderaddRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)TensorRepresentationbuild()TensorRepresentationbuildPartial()TensorRepresentation.Builderclear()TensorRepresentation.BuilderclearDenseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.BuilderclearField(com.google.protobuf.Descriptors.FieldDescriptor field)TensorRepresentation.BuilderclearKind()TensorRepresentation.BuilderclearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)TensorRepresentation.BuilderclearSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.BuilderclearVarlenSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;TensorRepresentation.Builderclone()TensorRepresentationgetDefaultInstanceForType()TensorRepresentation.DenseTensorgetDenseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.DenseTensor.BuildergetDenseTensorBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.DenseTensorOrBuildergetDenseTensorOrBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;static com.google.protobuf.Descriptors.DescriptorgetDescriptor()com.google.protobuf.Descriptors.DescriptorgetDescriptorForType()TensorRepresentation.KindCasegetKindCase()TensorRepresentation.SparseTensorgetSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.SparseTensor.BuildergetSparseTensorBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.SparseTensorOrBuildergetSparseTensorOrBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.VarLenSparseTensorgetVarlenSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;TensorRepresentation.VarLenSparseTensor.BuildergetVarlenSparseTensorBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;TensorRepresentation.VarLenSparseTensorOrBuildergetVarlenSparseTensorOrBuilder()optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;booleanhasDenseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;booleanhasSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;booleanhasVarlenSparseTensor()optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTableinternalGetFieldAccessorTable()booleanisInitialized()TensorRepresentation.BuildermergeDenseTensor(TensorRepresentation.DenseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.BuildermergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)TensorRepresentation.BuildermergeFrom(com.google.protobuf.Message other)TensorRepresentation.BuildermergeFrom(TensorRepresentation other)TensorRepresentation.BuildermergeSparseTensor(TensorRepresentation.SparseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.BuildermergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)TensorRepresentation.BuildermergeVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;TensorRepresentation.BuildersetDenseTensor(TensorRepresentation.DenseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.BuildersetDenseTensor(TensorRepresentation.DenseTensor.Builder builderForValue)optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;TensorRepresentation.BuildersetField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)TensorRepresentation.BuildersetRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)TensorRepresentation.BuildersetSparseTensor(TensorRepresentation.SparseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.BuildersetSparseTensor(TensorRepresentation.SparseTensor.Builder builderForValue)optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;TensorRepresentation.BuildersetUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)TensorRepresentation.BuildersetVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;TensorRepresentation.BuildersetVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor.Builder builderForValue)optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;-
Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder
getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3
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Methods inherited from class com.google.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString
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Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeFrom, newUninitializedMessageException
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Method Detail
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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clear
public TensorRepresentation.Builder clear()
- Specified by:
clearin interfacecom.google.protobuf.Message.Builder- Specified by:
clearin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clearin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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getDescriptorForType
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.Message.Builder- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.MessageOrBuilder- Overrides:
getDescriptorForTypein classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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getDefaultInstanceForType
public TensorRepresentation getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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build
public TensorRepresentation build()
- Specified by:
buildin interfacecom.google.protobuf.Message.Builder- Specified by:
buildin interfacecom.google.protobuf.MessageLite.Builder
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buildPartial
public TensorRepresentation buildPartial()
- Specified by:
buildPartialin interfacecom.google.protobuf.Message.Builder- Specified by:
buildPartialin interfacecom.google.protobuf.MessageLite.Builder
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clone
public TensorRepresentation.Builder clone()
- Specified by:
clonein interfacecom.google.protobuf.Message.Builder- Specified by:
clonein interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clonein classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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setField
public TensorRepresentation.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
- Specified by:
setFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
setFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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clearField
public TensorRepresentation.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
- Specified by:
clearFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
clearFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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clearOneof
public TensorRepresentation.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
- Specified by:
clearOneofin interfacecom.google.protobuf.Message.Builder- Overrides:
clearOneofin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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setRepeatedField
public TensorRepresentation.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
- Specified by:
setRepeatedFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
setRepeatedFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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addRepeatedField
public TensorRepresentation.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
- Specified by:
addRepeatedFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
addRepeatedFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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mergeFrom
public TensorRepresentation.Builder mergeFrom(com.google.protobuf.Message other)
- Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<TensorRepresentation.Builder>
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mergeFrom
public TensorRepresentation.Builder mergeFrom(TensorRepresentation other)
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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mergeFrom
public TensorRepresentation.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Specified by:
mergeFromin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<TensorRepresentation.Builder>- Throws:
IOException
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getKindCase
public TensorRepresentation.KindCase getKindCase()
- Specified by:
getKindCasein interfaceTensorRepresentationOrBuilder
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clearKind
public TensorRepresentation.Builder clearKind()
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hasDenseTensor
public boolean hasDenseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;- Specified by:
hasDenseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- Whether the denseTensor field is set.
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getDenseTensor
public TensorRepresentation.DenseTensor getDenseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;- Specified by:
getDenseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- The denseTensor.
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setDenseTensor
public TensorRepresentation.Builder setDenseTensor(TensorRepresentation.DenseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
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setDenseTensor
public TensorRepresentation.Builder setDenseTensor(TensorRepresentation.DenseTensor.Builder builderForValue)
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
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mergeDenseTensor
public TensorRepresentation.Builder mergeDenseTensor(TensorRepresentation.DenseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
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clearDenseTensor
public TensorRepresentation.Builder clearDenseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
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getDenseTensorBuilder
public TensorRepresentation.DenseTensor.Builder getDenseTensorBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
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getDenseTensorOrBuilder
public TensorRepresentation.DenseTensorOrBuilder getDenseTensorOrBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;- Specified by:
getDenseTensorOrBuilderin interfaceTensorRepresentationOrBuilder
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hasVarlenSparseTensor
public boolean hasVarlenSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;- Specified by:
hasVarlenSparseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- Whether the varlenSparseTensor field is set.
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getVarlenSparseTensor
public TensorRepresentation.VarLenSparseTensor getVarlenSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;- Specified by:
getVarlenSparseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- The varlenSparseTensor.
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setVarlenSparseTensor
public TensorRepresentation.Builder setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
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setVarlenSparseTensor
public TensorRepresentation.Builder setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor.Builder builderForValue)
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
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mergeVarlenSparseTensor
public TensorRepresentation.Builder mergeVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
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clearVarlenSparseTensor
public TensorRepresentation.Builder clearVarlenSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
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getVarlenSparseTensorBuilder
public TensorRepresentation.VarLenSparseTensor.Builder getVarlenSparseTensorBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
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getVarlenSparseTensorOrBuilder
public TensorRepresentation.VarLenSparseTensorOrBuilder getVarlenSparseTensorOrBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;- Specified by:
getVarlenSparseTensorOrBuilderin interfaceTensorRepresentationOrBuilder
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hasSparseTensor
public boolean hasSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;- Specified by:
hasSparseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- Whether the sparseTensor field is set.
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getSparseTensor
public TensorRepresentation.SparseTensor getSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;- Specified by:
getSparseTensorin interfaceTensorRepresentationOrBuilder- Returns:
- The sparseTensor.
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setSparseTensor
public TensorRepresentation.Builder setSparseTensor(TensorRepresentation.SparseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
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setSparseTensor
public TensorRepresentation.Builder setSparseTensor(TensorRepresentation.SparseTensor.Builder builderForValue)
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
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mergeSparseTensor
public TensorRepresentation.Builder mergeSparseTensor(TensorRepresentation.SparseTensor value)
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
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clearSparseTensor
public TensorRepresentation.Builder clearSparseTensor()
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
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getSparseTensorBuilder
public TensorRepresentation.SparseTensor.Builder getSparseTensorBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
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getSparseTensorOrBuilder
public TensorRepresentation.SparseTensorOrBuilder getSparseTensorOrBuilder()
optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;- Specified by:
getSparseTensorOrBuilderin interfaceTensorRepresentationOrBuilder
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setUnknownFields
public final TensorRepresentation.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
- Specified by:
setUnknownFieldsin interfacecom.google.protobuf.Message.Builder- Overrides:
setUnknownFieldsin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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mergeUnknownFields
public final TensorRepresentation.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
- Specified by:
mergeUnknownFieldsin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeUnknownFieldsin classcom.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.Builder>
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