TensorProto.Builder (nd4j-api 1.0.0-beta7 API)

java.lang.Object
- org.nd4j.shade.protobuf.AbstractMessageLite.Builder
- - org.nd4j.shade.protobuf.AbstractMessage.Builder<BuilderType>
  - - org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>
    - - org.tensorflow.framework.TensorProto.Builder

All Implemented Interfaces:

Cloneable, org.nd4j.shade.protobuf.Message.Builder, org.nd4j.shade.protobuf.MessageLite.Builder, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, TensorProtoOrBuilder

Enclosing class:

TensorProto
```
public static final class TensorProto.Builder
extends org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>
implements TensorProtoOrBuilder
```
```
 Protocol buffer representing a tensor.
 
```
Protobuf type tensorflow.TensorProto

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`TensorProto.Builder`	`addAllBoolVal(Iterable<? extends Boolean> values)` DT_BOOL
`TensorProto.Builder`	`addAllDcomplexVal(Iterable<? extends Double> values)` DT_COMPLEX128.
`TensorProto.Builder`	`addAllDoubleVal(Iterable<? extends Double> values)` DT_DOUBLE.
`TensorProto.Builder`	`addAllFloatVal(Iterable<? extends Float> values)` DT_FLOAT.
`TensorProto.Builder`	`addAllHalfVal(Iterable<? extends Integer> values)` DT_HALF, DT_BFLOAT16.
`TensorProto.Builder`	`addAllInt64Val(Iterable<? extends Long> values)` DT_INT64
`TensorProto.Builder`	`addAllIntVal(Iterable<? extends Integer> values)` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`TensorProto.Builder`	`addAllResourceHandleVal(Iterable<? extends ResourceHandleProto> values)` DT_RESOURCE
`TensorProto.Builder`	`addAllScomplexVal(Iterable<? extends Float> values)` DT_COMPLEX64.
`TensorProto.Builder`	`addAllStringVal(Iterable<? extends org.nd4j.shade.protobuf.ByteString> values)` DT_STRING
`TensorProto.Builder`	`addAllUint32Val(Iterable<? extends Integer> values)` DT_UINT32
`TensorProto.Builder`	`addAllUint64Val(Iterable<? extends Long> values)` DT_UINT64
`TensorProto.Builder`	`addAllVariantVal(Iterable<? extends VariantTensorDataProto> values)` DT_VARIANT
`TensorProto.Builder`	`addBoolVal(boolean value)` DT_BOOL
`TensorProto.Builder`	`addDcomplexVal(double value)` DT_COMPLEX128.
`TensorProto.Builder`	`addDoubleVal(double value)` DT_DOUBLE.
`TensorProto.Builder`	`addFloatVal(float value)` DT_FLOAT.
`TensorProto.Builder`	`addHalfVal(int value)` DT_HALF, DT_BFLOAT16.
`TensorProto.Builder`	`addInt64Val(long value)` DT_INT64
`TensorProto.Builder`	`addIntVal(int value)` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`TensorProto.Builder`	`addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorProto.Builder`	`addResourceHandleVal(int index, ResourceHandleProto.Builder builderForValue)` DT_RESOURCE
`TensorProto.Builder`	`addResourceHandleVal(int index, ResourceHandleProto value)` DT_RESOURCE
`TensorProto.Builder`	`addResourceHandleVal(ResourceHandleProto.Builder builderForValue)` DT_RESOURCE
`TensorProto.Builder`	`addResourceHandleVal(ResourceHandleProto value)` DT_RESOURCE
`ResourceHandleProto.Builder`	`addResourceHandleValBuilder()` DT_RESOURCE
`ResourceHandleProto.Builder`	`addResourceHandleValBuilder(int index)` DT_RESOURCE
`TensorProto.Builder`	`addScomplexVal(float value)` DT_COMPLEX64.
`TensorProto.Builder`	`addStringVal(org.nd4j.shade.protobuf.ByteString value)` DT_STRING
`TensorProto.Builder`	`addUint32Val(int value)` DT_UINT32
`TensorProto.Builder`	`addUint64Val(long value)` DT_UINT64
`TensorProto.Builder`	`addVariantVal(int index, VariantTensorDataProto.Builder builderForValue)` DT_VARIANT
`TensorProto.Builder`	`addVariantVal(int index, VariantTensorDataProto value)` DT_VARIANT
`TensorProto.Builder`	`addVariantVal(VariantTensorDataProto.Builder builderForValue)` DT_VARIANT
`TensorProto.Builder`	`addVariantVal(VariantTensorDataProto value)` DT_VARIANT
`VariantTensorDataProto.Builder`	`addVariantValBuilder()` DT_VARIANT
`VariantTensorDataProto.Builder`	`addVariantValBuilder(int index)` DT_VARIANT
`TensorProto`	`build()`
`TensorProto`	`buildPartial()`
`TensorProto.Builder`	`clear()`
`TensorProto.Builder`	`clearBoolVal()` DT_BOOL
`TensorProto.Builder`	`clearDcomplexVal()` DT_COMPLEX128.
`TensorProto.Builder`	`clearDoubleVal()` DT_DOUBLE.
`TensorProto.Builder`	`clearDtype()` `.tensorflow.DataType dtype = 1;`
`TensorProto.Builder`	`clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)`
`TensorProto.Builder`	`clearFloatVal()` DT_FLOAT.
`TensorProto.Builder`	`clearHalfVal()` DT_HALF, DT_BFLOAT16.
`TensorProto.Builder`	`clearInt64Val()` DT_INT64
`TensorProto.Builder`	`clearIntVal()` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`TensorProto.Builder`	`clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)`
`TensorProto.Builder`	`clearResourceHandleVal()` DT_RESOURCE
`TensorProto.Builder`	`clearScomplexVal()` DT_COMPLEX64.
`TensorProto.Builder`	`clearStringVal()` DT_STRING
`TensorProto.Builder`	`clearTensorContent()` Serialized raw tensor content from either Tensor::AsProtoTensorContent or memcpy in tensorflow::grpc::EncodeTensorToByteBuffer.
`TensorProto.Builder`	`clearTensorShape()` Shape of the tensor.
`TensorProto.Builder`	`clearUint32Val()` DT_UINT32
`TensorProto.Builder`	`clearUint64Val()` DT_UINT64
`TensorProto.Builder`	`clearVariantVal()` DT_VARIANT
`TensorProto.Builder`	`clearVersionNumber()` Version number.
`TensorProto.Builder`	`clone()`
`boolean`	`getBoolVal(int index)` DT_BOOL
`int`	`getBoolValCount()` DT_BOOL
`List<Boolean>`	`getBoolValList()` DT_BOOL
`double`	`getDcomplexVal(int index)` DT_COMPLEX128.
`int`	`getDcomplexValCount()` DT_COMPLEX128.
`List<Double>`	`getDcomplexValList()` DT_COMPLEX128.
`TensorProto`	`getDefaultInstanceForType()`
`static org.nd4j.shade.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`org.nd4j.shade.protobuf.Descriptors.Descriptor`	`getDescriptorForType()`
`double`	`getDoubleVal(int index)` DT_DOUBLE.
`int`	`getDoubleValCount()` DT_DOUBLE.
`List<Double>`	`getDoubleValList()` DT_DOUBLE.
`DataType`	`getDtype()` `.tensorflow.DataType dtype = 1;`
`int`	`getDtypeValue()` `.tensorflow.DataType dtype = 1;`
`float`	`getFloatVal(int index)` DT_FLOAT.
`int`	`getFloatValCount()` DT_FLOAT.
`List<Float>`	`getFloatValList()` DT_FLOAT.
`int`	`getHalfVal(int index)` DT_HALF, DT_BFLOAT16.
`int`	`getHalfValCount()` DT_HALF, DT_BFLOAT16.
`List<Integer>`	`getHalfValList()` DT_HALF, DT_BFLOAT16.
`long`	`getInt64Val(int index)` DT_INT64
`int`	`getInt64ValCount()` DT_INT64
`List<Long>`	`getInt64ValList()` DT_INT64
`int`	`getIntVal(int index)` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`int`	`getIntValCount()` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`List<Integer>`	`getIntValList()` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`ResourceHandleProto`	`getResourceHandleVal(int index)` DT_RESOURCE
`ResourceHandleProto.Builder`	`getResourceHandleValBuilder(int index)` DT_RESOURCE
`List<ResourceHandleProto.Builder>`	`getResourceHandleValBuilderList()` DT_RESOURCE
`int`	`getResourceHandleValCount()` DT_RESOURCE
`List<ResourceHandleProto>`	`getResourceHandleValList()` DT_RESOURCE
`ResourceHandleProtoOrBuilder`	`getResourceHandleValOrBuilder(int index)` DT_RESOURCE
`List<? extends ResourceHandleProtoOrBuilder>`	`getResourceHandleValOrBuilderList()` DT_RESOURCE
`float`	`getScomplexVal(int index)` DT_COMPLEX64.
`int`	`getScomplexValCount()` DT_COMPLEX64.
`List<Float>`	`getScomplexValList()` DT_COMPLEX64.
`org.nd4j.shade.protobuf.ByteString`	`getStringVal(int index)` DT_STRING
`int`	`getStringValCount()` DT_STRING
`List<org.nd4j.shade.protobuf.ByteString>`	`getStringValList()` DT_STRING
`org.nd4j.shade.protobuf.ByteString`	`getTensorContent()` Serialized raw tensor content from either Tensor::AsProtoTensorContent or memcpy in tensorflow::grpc::EncodeTensorToByteBuffer.
`TensorShapeProto`	`getTensorShape()` Shape of the tensor.
`TensorShapeProto.Builder`	`getTensorShapeBuilder()` Shape of the tensor.
`TensorShapeProtoOrBuilder`	`getTensorShapeOrBuilder()` Shape of the tensor.
`int`	`getUint32Val(int index)` DT_UINT32
`int`	`getUint32ValCount()` DT_UINT32
`List<Integer>`	`getUint32ValList()` DT_UINT32
`long`	`getUint64Val(int index)` DT_UINT64
`int`	`getUint64ValCount()` DT_UINT64
`List<Long>`	`getUint64ValList()` DT_UINT64
`VariantTensorDataProto`	`getVariantVal(int index)` DT_VARIANT
`VariantTensorDataProto.Builder`	`getVariantValBuilder(int index)` DT_VARIANT
`List<VariantTensorDataProto.Builder>`	`getVariantValBuilderList()` DT_VARIANT
`int`	`getVariantValCount()` DT_VARIANT
`List<VariantTensorDataProto>`	`getVariantValList()` DT_VARIANT
`VariantTensorDataProtoOrBuilder`	`getVariantValOrBuilder(int index)` DT_VARIANT
`List<? extends VariantTensorDataProtoOrBuilder>`	`getVariantValOrBuilderList()` DT_VARIANT
`int`	`getVersionNumber()` Version number.
`boolean`	`hasTensorShape()` Shape of the tensor.
`protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`boolean`	`isInitialized()`
`TensorProto.Builder`	`mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)`
`TensorProto.Builder`	`mergeFrom(org.nd4j.shade.protobuf.Message other)`
`TensorProto.Builder`	`mergeFrom(TensorProto other)`
`TensorProto.Builder`	`mergeTensorShape(TensorShapeProto value)` Shape of the tensor.
`TensorProto.Builder`	`mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)`
`TensorProto.Builder`	`removeResourceHandleVal(int index)` DT_RESOURCE
`TensorProto.Builder`	`removeVariantVal(int index)` DT_VARIANT
`TensorProto.Builder`	`setBoolVal(int index, boolean value)` DT_BOOL
`TensorProto.Builder`	`setDcomplexVal(int index, double value)` DT_COMPLEX128.
`TensorProto.Builder`	`setDoubleVal(int index, double value)` DT_DOUBLE.
`TensorProto.Builder`	`setDtype(DataType value)` `.tensorflow.DataType dtype = 1;`
`TensorProto.Builder`	`setDtypeValue(int value)` `.tensorflow.DataType dtype = 1;`
`TensorProto.Builder`	`setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorProto.Builder`	`setFloatVal(int index, float value)` DT_FLOAT.
`TensorProto.Builder`	`setHalfVal(int index, int value)` DT_HALF, DT_BFLOAT16.
`TensorProto.Builder`	`setInt64Val(int index, long value)` DT_INT64
`TensorProto.Builder`	`setIntVal(int index, int value)` DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
`TensorProto.Builder`	`setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, int index, Object value)`
`TensorProto.Builder`	`setResourceHandleVal(int index, ResourceHandleProto.Builder builderForValue)` DT_RESOURCE
`TensorProto.Builder`	`setResourceHandleVal(int index, ResourceHandleProto value)` DT_RESOURCE
`TensorProto.Builder`	`setScomplexVal(int index, float value)` DT_COMPLEX64.
`TensorProto.Builder`	`setStringVal(int index, org.nd4j.shade.protobuf.ByteString value)` DT_STRING
`TensorProto.Builder`	`setTensorContent(org.nd4j.shade.protobuf.ByteString value)` Serialized raw tensor content from either Tensor::AsProtoTensorContent or memcpy in tensorflow::grpc::EncodeTensorToByteBuffer.
`TensorProto.Builder`	`setTensorShape(TensorShapeProto.Builder builderForValue)` Shape of the tensor.
`TensorProto.Builder`	`setTensorShape(TensorShapeProto value)` Shape of the tensor.
`TensorProto.Builder`	`setUint32Val(int index, int value)` DT_UINT32
`TensorProto.Builder`	`setUint64Val(int index, long value)` DT_UINT64
`TensorProto.Builder`	`setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)`
`TensorProto.Builder`	`setVariantVal(int index, VariantTensorDataProto.Builder builderForValue)` DT_VARIANT
`TensorProto.Builder`	`setVariantVal(int index, VariantTensorDataProto value)` DT_VARIANT
`TensorProto.Builder`	`setVersionNumber(int value)` Version number.

Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder
getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface org.nd4j.shade.protobuf.MessageLite.Builder
mergeFrom

Method Detail

getDescriptor

public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable
```
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
```
Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

clear
```
public TensorProto.Builder clear()
```
Specified by:

clear in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clear in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clear in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

getDescriptorForType
```
public org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptorForType()
```
Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

getDefaultInstanceForType
```
public TensorProto getDefaultInstanceForType()
```
Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

build
```
public TensorProto build()
```
Specified by:

build in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

build in interface org.nd4j.shade.protobuf.MessageLite.Builder

buildPartial
```
public TensorProto buildPartial()
```
Specified by:

buildPartial in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.MessageLite.Builder

clone
```
public TensorProto.Builder clone()
```
Specified by:

clone in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clone in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clone in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

setField

public TensorProto.Builder setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                    Object value)

Specified by:: setField in interface org.nd4j.shade.protobuf.Message.Builder
Overrides:: setField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

clearField
```
public TensorProto.Builder clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)
```
Specified by:

clearField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

clearOneof
```
public TensorProto.Builder clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)
```
Specified by:

clearOneof in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearOneof in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

setRepeatedField

public TensorProto.Builder setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                            int index,
                                            Object value)

Specified by:: setRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder
Overrides:: setRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

addRepeatedField

public TensorProto.Builder addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                            Object value)

Specified by:: addRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder
Overrides:: addRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

mergeFrom
```
public TensorProto.Builder mergeFrom(org.nd4j.shade.protobuf.Message other)
```
Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<TensorProto.Builder>

mergeFrom

public TensorProto.Builder mergeFrom(TensorProto other)

isInitialized
```
public final boolean isInitialized()
```
Specified by:

isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<TensorProto.Builder>

mergeFrom
```
public TensorProto.Builder mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws IOException
```
Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<TensorProto.Builder>

Throws:

IOException

getDtypeValue
```
public int getDtypeValue()
```
.tensorflow.DataType dtype = 1;

Specified by:

getDtypeValue in interface TensorProtoOrBuilder

setDtypeValue

public TensorProto.Builder setDtypeValue(int value)

.tensorflow.DataType dtype = 1;

getDtype
```
public DataType getDtype()
```
.tensorflow.DataType dtype = 1;

Specified by:

getDtype in interface TensorProtoOrBuilder

setDtype

public TensorProto.Builder setDtype(DataType value)

.tensorflow.DataType dtype = 1;

clearDtype

public TensorProto.Builder clearDtype()

.tensorflow.DataType dtype = 1;

hasTensorShape
```
public boolean hasTensorShape()
```
```
 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
 
```
.tensorflow.TensorShapeProto tensor_shape = 2;
Specified by:

hasTensorShape in interface TensorProtoOrBuilder

getTensorShape
```
public TensorShapeProto getTensorShape()
```
```
 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
 
```
.tensorflow.TensorShapeProto tensor_shape = 2;
Specified by:

getTensorShape in interface TensorProtoOrBuilder

setTensorShape

public TensorProto.Builder setTensorShape(TensorShapeProto value)

 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.

.tensorflow.TensorShapeProto tensor_shape = 2;

setTensorShape

public TensorProto.Builder setTensorShape(TensorShapeProto.Builder builderForValue)

 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.

.tensorflow.TensorShapeProto tensor_shape = 2;

mergeTensorShape

public TensorProto.Builder mergeTensorShape(TensorShapeProto value)

 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.

.tensorflow.TensorShapeProto tensor_shape = 2;

clearTensorShape

public TensorProto.Builder clearTensorShape()

 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.

.tensorflow.TensorShapeProto tensor_shape = 2;

getTensorShapeBuilder

public TensorShapeProto.Builder getTensorShapeBuilder()

 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.

.tensorflow.TensorShapeProto tensor_shape = 2;

getTensorShapeOrBuilder
```
public TensorShapeProtoOrBuilder getTensorShapeOrBuilder()
```
```
 Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
 
```
.tensorflow.TensorShapeProto tensor_shape = 2;
Specified by:

getTensorShapeOrBuilder in interface TensorProtoOrBuilder

getVersionNumber

public int getVersionNumber()

 Version number.
 In version 0, if the "repeated xxx" representations contain only one
 element, that element is repeated to fill the shape.  This makes it easy
 to represent a constant Tensor with a single value.

int32 version_number = 3;

Specified by:: getVersionNumber in interface TensorProtoOrBuilder

setVersionNumber

public TensorProto.Builder setVersionNumber(int value)

 Version number.
 In version 0, if the "repeated xxx" representations contain only one
 element, that element is repeated to fill the shape.  This makes it easy
 to represent a constant Tensor with a single value.

int32 version_number = 3;

clearVersionNumber

public TensorProto.Builder clearVersionNumber()

 Version number.
 In version 0, if the "repeated xxx" representations contain only one
 element, that element is repeated to fill the shape.  This makes it easy
 to represent a constant Tensor with a single value.

int32 version_number = 3;

getTensorContent

public org.nd4j.shade.protobuf.ByteString getTensorContent()

 Serialized raw tensor content from either Tensor::AsProtoTensorContent or
 memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
 can be used for all tensor types. The purpose of this representation is to
 reduce serialization overhead during RPC call by avoiding serialization of
 many repeated small items.

bytes tensor_content = 4;

Specified by:: getTensorContent in interface TensorProtoOrBuilder

setTensorContent

public TensorProto.Builder setTensorContent(org.nd4j.shade.protobuf.ByteString value)

 Serialized raw tensor content from either Tensor::AsProtoTensorContent or
 memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
 can be used for all tensor types. The purpose of this representation is to
 reduce serialization overhead during RPC call by avoiding serialization of
 many repeated small items.

bytes tensor_content = 4;

clearTensorContent

public TensorProto.Builder clearTensorContent()

 Serialized raw tensor content from either Tensor::AsProtoTensorContent or
 memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
 can be used for all tensor types. The purpose of this representation is to
 reduce serialization overhead during RPC call by avoiding serialization of
 many repeated small items.

bytes tensor_content = 4;

getHalfValList

public List<Integer> getHalfValList()

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

Specified by:: getHalfValList in interface TensorProtoOrBuilder

getHalfValCount

public int getHalfValCount()

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

Specified by:: getHalfValCount in interface TensorProtoOrBuilder

getHalfVal

public int getHalfVal(int index)

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

Specified by:: getHalfVal in interface TensorProtoOrBuilder

setHalfVal

public TensorProto.Builder setHalfVal(int index,
                                      int value)

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

addHalfVal

public TensorProto.Builder addHalfVal(int value)

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

addAllHalfVal

public TensorProto.Builder addAllHalfVal(Iterable<? extends Integer> values)

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

clearHalfVal

public TensorProto.Builder clearHalfVal()

 DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.

repeated int32 half_val = 13 [packed = true];

getFloatValList
```
public List<Float> getFloatValList()
```
```
 DT_FLOAT.
 
```
repeated float float_val = 5 [packed = true];
Specified by:

getFloatValList in interface TensorProtoOrBuilder

getFloatValCount
```
public int getFloatValCount()
```
```
 DT_FLOAT.
 
```
repeated float float_val = 5 [packed = true];
Specified by:

getFloatValCount in interface TensorProtoOrBuilder

getFloatVal
```
public float getFloatVal(int index)
```
```
 DT_FLOAT.
 
```
repeated float float_val = 5 [packed = true];
Specified by:

getFloatVal in interface TensorProtoOrBuilder

setFloatVal

public TensorProto.Builder setFloatVal(int index,
                                       float value)

 DT_FLOAT.

repeated float float_val = 5 [packed = true];

addFloatVal

public TensorProto.Builder addFloatVal(float value)

 DT_FLOAT.

repeated float float_val = 5 [packed = true];

addAllFloatVal

public TensorProto.Builder addAllFloatVal(Iterable<? extends Float> values)

 DT_FLOAT.

repeated float float_val = 5 [packed = true];

clearFloatVal

public TensorProto.Builder clearFloatVal()

 DT_FLOAT.

repeated float float_val = 5 [packed = true];

getDoubleValList
```
public List<Double> getDoubleValList()
```
```
 DT_DOUBLE.
 
```
repeated double double_val = 6 [packed = true];
Specified by:

getDoubleValList in interface TensorProtoOrBuilder

getDoubleValCount
```
public int getDoubleValCount()
```
```
 DT_DOUBLE.
 
```
repeated double double_val = 6 [packed = true];
Specified by:

getDoubleValCount in interface TensorProtoOrBuilder

getDoubleVal
```
public double getDoubleVal(int index)
```
```
 DT_DOUBLE.
 
```
repeated double double_val = 6 [packed = true];
Specified by:

getDoubleVal in interface TensorProtoOrBuilder

setDoubleVal

public TensorProto.Builder setDoubleVal(int index,
                                        double value)

 DT_DOUBLE.

repeated double double_val = 6 [packed = true];

addDoubleVal

public TensorProto.Builder addDoubleVal(double value)

 DT_DOUBLE.

repeated double double_val = 6 [packed = true];

addAllDoubleVal

public TensorProto.Builder addAllDoubleVal(Iterable<? extends Double> values)

 DT_DOUBLE.

repeated double double_val = 6 [packed = true];

clearDoubleVal

public TensorProto.Builder clearDoubleVal()

 DT_DOUBLE.

repeated double double_val = 6 [packed = true];

getIntValList
```
public List<Integer> getIntValList()
```
```
 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
 
```
repeated int32 int_val = 7 [packed = true];
Specified by:

getIntValList in interface TensorProtoOrBuilder

getIntValCount
```
public int getIntValCount()
```
```
 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
 
```
repeated int32 int_val = 7 [packed = true];
Specified by:

getIntValCount in interface TensorProtoOrBuilder

getIntVal
```
public int getIntVal(int index)
```
```
 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
 
```
repeated int32 int_val = 7 [packed = true];
Specified by:

getIntVal in interface TensorProtoOrBuilder

setIntVal

public TensorProto.Builder setIntVal(int index,
                                     int value)

 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.

repeated int32 int_val = 7 [packed = true];

addIntVal

public TensorProto.Builder addIntVal(int value)

 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.

repeated int32 int_val = 7 [packed = true];

addAllIntVal

public TensorProto.Builder addAllIntVal(Iterable<? extends Integer> values)

 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.

repeated int32 int_val = 7 [packed = true];

clearIntVal

public TensorProto.Builder clearIntVal()

 DT_INT32, DT_INT16, DT_INT8, DT_UINT8.

repeated int32 int_val = 7 [packed = true];

getStringValList
```
public List<org.nd4j.shade.protobuf.ByteString> getStringValList()
```
```
 DT_STRING
 
```
repeated bytes string_val = 8;
Specified by:

getStringValList in interface TensorProtoOrBuilder

getStringValCount
```
public int getStringValCount()
```
```
 DT_STRING
 
```
repeated bytes string_val = 8;
Specified by:

getStringValCount in interface TensorProtoOrBuilder

getStringVal
```
public org.nd4j.shade.protobuf.ByteString getStringVal(int index)
```
```
 DT_STRING
 
```
repeated bytes string_val = 8;
Specified by:

getStringVal in interface TensorProtoOrBuilder

setStringVal

public TensorProto.Builder setStringVal(int index,
                                        org.nd4j.shade.protobuf.ByteString value)

 DT_STRING

repeated bytes string_val = 8;

addStringVal

public TensorProto.Builder addStringVal(org.nd4j.shade.protobuf.ByteString value)

 DT_STRING

repeated bytes string_val = 8;

addAllStringVal

public TensorProto.Builder addAllStringVal(Iterable<? extends org.nd4j.shade.protobuf.ByteString> values)

 DT_STRING

repeated bytes string_val = 8;

clearStringVal

public TensorProto.Builder clearStringVal()

 DT_STRING

repeated bytes string_val = 8;

getScomplexValList

public List<Float> getScomplexValList()

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

Specified by:: getScomplexValList in interface TensorProtoOrBuilder

getScomplexValCount

public int getScomplexValCount()

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

Specified by:: getScomplexValCount in interface TensorProtoOrBuilder

getScomplexVal

public float getScomplexVal(int index)

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

Specified by:: getScomplexVal in interface TensorProtoOrBuilder

setScomplexVal

public TensorProto.Builder setScomplexVal(int index,
                                          float value)

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

addScomplexVal

public TensorProto.Builder addScomplexVal(float value)

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

addAllScomplexVal

public TensorProto.Builder addAllScomplexVal(Iterable<? extends Float> values)

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

clearScomplexVal

public TensorProto.Builder clearScomplexVal()

 DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.

repeated float scomplex_val = 9 [packed = true];

getInt64ValList
```
public List<Long> getInt64ValList()
```
```
 DT_INT64
 
```
repeated int64 int64_val = 10 [packed = true];
Specified by:

getInt64ValList in interface TensorProtoOrBuilder

getInt64ValCount
```
public int getInt64ValCount()
```
```
 DT_INT64
 
```
repeated int64 int64_val = 10 [packed = true];
Specified by:

getInt64ValCount in interface TensorProtoOrBuilder

getInt64Val
```
public long getInt64Val(int index)
```
```
 DT_INT64
 
```
repeated int64 int64_val = 10 [packed = true];
Specified by:

getInt64Val in interface TensorProtoOrBuilder

setInt64Val

public TensorProto.Builder setInt64Val(int index,
                                       long value)

 DT_INT64

repeated int64 int64_val = 10 [packed = true];

addInt64Val

public TensorProto.Builder addInt64Val(long value)

 DT_INT64

repeated int64 int64_val = 10 [packed = true];

addAllInt64Val

public TensorProto.Builder addAllInt64Val(Iterable<? extends Long> values)

 DT_INT64

repeated int64 int64_val = 10 [packed = true];

clearInt64Val

public TensorProto.Builder clearInt64Val()

 DT_INT64

repeated int64 int64_val = 10 [packed = true];

getBoolValList
```
public List<Boolean> getBoolValList()
```
```
 DT_BOOL
 
```
repeated bool bool_val = 11 [packed = true];
Specified by:

getBoolValList in interface TensorProtoOrBuilder

getBoolValCount
```
public int getBoolValCount()
```
```
 DT_BOOL
 
```
repeated bool bool_val = 11 [packed = true];
Specified by:

getBoolValCount in interface TensorProtoOrBuilder

getBoolVal
```
public boolean getBoolVal(int index)
```
```
 DT_BOOL
 
```
repeated bool bool_val = 11 [packed = true];
Specified by:

getBoolVal in interface TensorProtoOrBuilder

setBoolVal

public TensorProto.Builder setBoolVal(int index,
                                      boolean value)

 DT_BOOL

repeated bool bool_val = 11 [packed = true];

addBoolVal

public TensorProto.Builder addBoolVal(boolean value)

 DT_BOOL

repeated bool bool_val = 11 [packed = true];

addAllBoolVal

public TensorProto.Builder addAllBoolVal(Iterable<? extends Boolean> values)

 DT_BOOL

repeated bool bool_val = 11 [packed = true];

clearBoolVal

public TensorProto.Builder clearBoolVal()

 DT_BOOL

repeated bool bool_val = 11 [packed = true];

getDcomplexValList

public List<Double> getDcomplexValList()

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

Specified by:: getDcomplexValList in interface TensorProtoOrBuilder

getDcomplexValCount

public int getDcomplexValCount()

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

Specified by:: getDcomplexValCount in interface TensorProtoOrBuilder

getDcomplexVal

public double getDcomplexVal(int index)

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

Specified by:: getDcomplexVal in interface TensorProtoOrBuilder

setDcomplexVal

public TensorProto.Builder setDcomplexVal(int index,
                                          double value)

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

addDcomplexVal

public TensorProto.Builder addDcomplexVal(double value)

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

addAllDcomplexVal

public TensorProto.Builder addAllDcomplexVal(Iterable<? extends Double> values)

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

clearDcomplexVal

public TensorProto.Builder clearDcomplexVal()

 DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.

repeated double dcomplex_val = 12 [packed = true];

getResourceHandleValList
```
public List<ResourceHandleProto> getResourceHandleValList()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;
Specified by:

getResourceHandleValList in interface TensorProtoOrBuilder

getResourceHandleValCount
```
public int getResourceHandleValCount()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;
Specified by:

getResourceHandleValCount in interface TensorProtoOrBuilder

getResourceHandleVal
```
public ResourceHandleProto getResourceHandleVal(int index)
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;
Specified by:

getResourceHandleVal in interface TensorProtoOrBuilder

setResourceHandleVal

public TensorProto.Builder setResourceHandleVal(int index,
                                                ResourceHandleProto value)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

setResourceHandleVal

public TensorProto.Builder setResourceHandleVal(int index,
                                                ResourceHandleProto.Builder builderForValue)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addResourceHandleVal

public TensorProto.Builder addResourceHandleVal(ResourceHandleProto value)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addResourceHandleVal

public TensorProto.Builder addResourceHandleVal(int index,
                                                ResourceHandleProto value)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addResourceHandleVal

public TensorProto.Builder addResourceHandleVal(ResourceHandleProto.Builder builderForValue)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addResourceHandleVal

public TensorProto.Builder addResourceHandleVal(int index,
                                                ResourceHandleProto.Builder builderForValue)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addAllResourceHandleVal

public TensorProto.Builder addAllResourceHandleVal(Iterable<? extends ResourceHandleProto> values)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

clearResourceHandleVal
```
public TensorProto.Builder clearResourceHandleVal()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

removeResourceHandleVal
```
public TensorProto.Builder removeResourceHandleVal(int index)
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

getResourceHandleValBuilder

public ResourceHandleProto.Builder getResourceHandleValBuilder(int index)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

getResourceHandleValOrBuilder
```
public ResourceHandleProtoOrBuilder getResourceHandleValOrBuilder(int index)
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;
Specified by:

getResourceHandleValOrBuilder in interface TensorProtoOrBuilder

getResourceHandleValOrBuilderList
```
public List<? extends ResourceHandleProtoOrBuilder> getResourceHandleValOrBuilderList()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;
Specified by:

getResourceHandleValOrBuilderList in interface TensorProtoOrBuilder

addResourceHandleValBuilder
```
public ResourceHandleProto.Builder addResourceHandleValBuilder()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

addResourceHandleValBuilder

public ResourceHandleProto.Builder addResourceHandleValBuilder(int index)

 DT_RESOURCE

repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

getResourceHandleValBuilderList
```
public List<ResourceHandleProto.Builder> getResourceHandleValBuilderList()
```
```
 DT_RESOURCE
 
```
repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

getVariantValList
```
public List<VariantTensorDataProto> getVariantValList()
```
```
 DT_VARIANT
 
```
repeated .tensorflow.VariantTensorDataProto variant_val = 15;
Specified by:

getVariantValList in interface TensorProtoOrBuilder

getVariantValCount
```
public int getVariantValCount()
```
```
 DT_VARIANT
 
```
repeated .tensorflow.VariantTensorDataProto variant_val = 15;
Specified by:

getVariantValCount in interface TensorProtoOrBuilder

getVariantVal
```
public VariantTensorDataProto getVariantVal(int index)
```
```
 DT_VARIANT
 
```
repeated .tensorflow.VariantTensorDataProto variant_val = 15;
Specified by:

getVariantVal in interface TensorProtoOrBuilder