Class Tensor (1.13.0)

public final class Tensor extends GeneratedMessageV3 implements TensorOrBuilder

A tensor value type.

Protobuf type google.cloud.vertexai.v1.Tensor

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > Tensor

Implements

TensorOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

BOOL_VAL_FIELD_NUMBER

public static final int BOOL_VAL_FIELD_NUMBER

Field Value
Type	Description
int

BYTES_VAL_FIELD_NUMBER

public static final int BYTES_VAL_FIELD_NUMBER

Field Value
Type	Description
int

DOUBLE_VAL_FIELD_NUMBER

public static final int DOUBLE_VAL_FIELD_NUMBER

Field Value
Type	Description
int

DTYPE_FIELD_NUMBER

public static final int DTYPE_FIELD_NUMBER

Field Value
Type	Description
int

FLOAT_VAL_FIELD_NUMBER

public static final int FLOAT_VAL_FIELD_NUMBER

Field Value
Type	Description
int

INT64_VAL_FIELD_NUMBER

public static final int INT64_VAL_FIELD_NUMBER

Field Value
Type	Description
int

INT_VAL_FIELD_NUMBER

public static final int INT_VAL_FIELD_NUMBER

Field Value
Type	Description
int

LIST_VAL_FIELD_NUMBER

public static final int LIST_VAL_FIELD_NUMBER

Field Value
Type	Description
int

SHAPE_FIELD_NUMBER

public static final int SHAPE_FIELD_NUMBER

Field Value
Type	Description
int

STRING_VAL_FIELD_NUMBER

public static final int STRING_VAL_FIELD_NUMBER

Field Value
Type	Description
int

STRUCT_VAL_FIELD_NUMBER

public static final int STRUCT_VAL_FIELD_NUMBER

Field Value
Type	Description
int

TENSOR_VAL_FIELD_NUMBER

public static final int TENSOR_VAL_FIELD_NUMBER

Field Value
Type	Description
int

UINT64_VAL_FIELD_NUMBER

public static final int UINT64_VAL_FIELD_NUMBER

Field Value
Type	Description
int

UINT_VAL_FIELD_NUMBER

public static final int UINT_VAL_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static Tensor getDefaultInstance()

Returns
Type	Description
Tensor

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static Tensor.Builder newBuilder()

Returns
Type	Description
Tensor.Builder

newBuilder(Tensor prototype)

public static Tensor.Builder newBuilder(Tensor prototype)

Parameter
Name	Description
prototype	Tensor

Returns
Type	Description
Tensor.Builder

parseDelimitedFrom(InputStream input)

public static Tensor parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Tensor parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static Tensor parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static Tensor parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static Tensor parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static Tensor parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static Tensor parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static Tensor parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static Tensor parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Tensor parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static Tensor parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static Tensor parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Tensor

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<Tensor> parser()

Returns
Type	Description
Parser<Tensor>

Methods

containsStructVal(String key)

public boolean containsStructVal(String key)

A map of string to tensor.

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

Parameter
Name	Description
key	String

Returns
Type	Description
boolean

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getBoolVal(int index)

public boolean getBoolVal(int index)

Type specific representations that make it easy to create tensor protos in all languages. Only the representation corresponding to "dtype" can be set. The values hold the flattened representation of the tensor in row major order.

BOOL

repeated bool bool_val = 3;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
boolean	The boolVal at the given index.

getBoolValCount()

public int getBoolValCount()

Type specific representations that make it easy to create tensor protos in all languages. Only the representation corresponding to "dtype" can be set. The values hold the flattened representation of the tensor in row major order.

BOOL

repeated bool bool_val = 3;

Returns
Type	Description
int	The count of boolVal.

getBoolValList()

public List<Boolean> getBoolValList()

Type specific representations that make it easy to create tensor protos in all languages. Only the representation corresponding to "dtype" can be set. The values hold the flattened representation of the tensor in row major order.

BOOL

repeated bool bool_val = 3;

Returns
Type	Description
List<Boolean>	A list containing the boolVal.

getBytesVal(int index)

public ByteString getBytesVal(int index)

STRING

repeated bytes bytes_val = 15;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
ByteString	The bytesVal at the given index.

getBytesValCount()

public int getBytesValCount()

STRING

repeated bytes bytes_val = 15;

Returns
Type	Description
int	The count of bytesVal.

getBytesValList()

public List<ByteString> getBytesValList()

STRING

repeated bytes bytes_val = 15;

Returns
Type	Description
List<ByteString>	A list containing the bytesVal.

getDefaultInstanceForType()

public Tensor getDefaultInstanceForType()

Returns
Type	Description
Tensor

getDoubleVal(int index)

public double getDoubleVal(int index)

DOUBLE

repeated double double_val = 6;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
double	The doubleVal at the given index.

getDoubleValCount()

public int getDoubleValCount()

DOUBLE

repeated double double_val = 6;

Returns
Type	Description
int	The count of doubleVal.

getDoubleValList()

public List<Double> getDoubleValList()

DOUBLE

repeated double double_val = 6;

Returns
Type	Description
List<Double>	A list containing the doubleVal.

getDtype()

public Tensor.DataType getDtype()

The data type of tensor.

.google.cloud.vertexai.v1.Tensor.DataType dtype = 1;

Returns
Type	Description
Tensor.DataType	The dtype.

getDtypeValue()

public int getDtypeValue()

The data type of tensor.

.google.cloud.vertexai.v1.Tensor.DataType dtype = 1;

Returns
Type	Description
int	The enum numeric value on the wire for dtype.

getFloatVal(int index)

public float getFloatVal(int index)

FLOAT

repeated float float_val = 5;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
float	The floatVal at the given index.

getFloatValCount()

public int getFloatValCount()

FLOAT

repeated float float_val = 5;

Returns
Type	Description
int	The count of floatVal.

getFloatValList()

public List<Float> getFloatValList()

FLOAT

repeated float float_val = 5;

Returns
Type	Description
List<Float>	A list containing the floatVal.

getInt64Val(int index)

public long getInt64Val(int index)

INT64

repeated int64 int64_val = 8;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
long	The int64Val at the given index.

getInt64ValCount()

public int getInt64ValCount()

INT64

repeated int64 int64_val = 8;

Returns
Type	Description
int	The count of int64Val.

getInt64ValList()

public List<Long> getInt64ValList()

INT64

repeated int64 int64_val = 8;

Returns
Type	Description
List<Long>	A list containing the int64Val.

getIntVal(int index)

public int getIntVal(int index)

INT_8 INT_16 INT_32

repeated int32 int_val = 7;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
int	The intVal at the given index.

getIntValCount()

public int getIntValCount()

INT_8 INT_16 INT_32

repeated int32 int_val = 7;

Returns
Type	Description
int	The count of intVal.

getIntValList()

public List<Integer> getIntValList()

INT_8 INT_16 INT_32

repeated int32 int_val = 7;

Returns
Type	Description
List<Integer>	A list containing the intVal.

getListVal(int index)

public Tensor getListVal(int index)

A list of tensor values.

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

Parameter
Name	Description
index	int

Returns
Type	Description
Tensor

getListValCount()

public int getListValCount()

A list of tensor values.

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

Returns
Type	Description
int

getListValList()

public List<Tensor> getListValList()

A list of tensor values.

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

Returns
Type	Description
List<Tensor>

getListValOrBuilder(int index)

public TensorOrBuilder getListValOrBuilder(int index)

A list of tensor values.

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

Parameter
Name	Description
index	int

Returns
Type	Description
TensorOrBuilder

getListValOrBuilderList()

public List<? extends TensorOrBuilder> getListValOrBuilderList()

A list of tensor values.

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

Returns
Type	Description
List<? extends com.google.cloud.vertexai.api.TensorOrBuilder>

getParserForType()

public Parser<Tensor> getParserForType()

Returns
Type	Description
Parser<Tensor>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getShape(int index)

public long getShape(int index)

Shape of the tensor.

repeated int64 shape = 2;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
long	The shape at the given index.

getShapeCount()

public int getShapeCount()

Shape of the tensor.

repeated int64 shape = 2;

Returns
Type	Description
int	The count of shape.

getShapeList()

public List<Long> getShapeList()

Shape of the tensor.

repeated int64 shape = 2;

Returns
Type	Description
List<Long>	A list containing the shape.

getStringVal(int index)

public String getStringVal(int index)

STRING

repeated string string_val = 14;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
String	The stringVal at the given index.

getStringValBytes(int index)

public ByteString getStringValBytes(int index)

STRING

repeated string string_val = 14;

Parameter
Name	Description
index	int The index of the value to return.

Returns
Type	Description
ByteString	The bytes of the stringVal at the given index.

getStringValCount()

public int getStringValCount()

STRING

repeated string string_val = 14;

Returns
Type	Description
int	The count of stringVal.

getStringValList()

public ProtocolStringList getStringValList()

STRING

repeated string string_val = 14;

Returns
Type	Description
ProtocolStringList	A list containing the stringVal.

getStructVal() (deprecated)

public Map<String,Tensor> getStructVal()

Use #getStructValMap() instead.

Returns
Type	Description
Map<String,Tensor>

getStructValCount()

public int getStructValCount()

A map of string to tensor.

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

Returns
Type	Description
int

getStructValMap()

public Map<String,Tensor> getStructValMap()

A map of string to tensor.

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

Returns
Type	Description
Map<String,Tensor>

getStructValOrDefault(String key, Tensor defaultValue)

public Tensor getStructValOrDefault(String key, Tensor defaultValue)

A map of string to tensor.

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

Parameters
Name	Description
key	String
defaultValue	Tensor

Returns
Type	Description
Tensor

getStructValOrThrow(String key)

public Tensor getStructValOrThrow(String key)

A map of string to tensor.

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

Parameter
Name	Description
key	String

Returns
Type	Description
Tensor

getTensorVal()

public ByteString getTensorVal()

Serialized raw tensor content.

bytes tensor_val = 13;

Returns
Type	Description
ByteString	The tensorVal.

getUint64Val(int index)

public long getUint64Val(int index)

UINT64

repeated uint64 uint64_val = 10;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
long	The uint64Val at the given index.

getUint64ValCount()

public int getUint64ValCount()

UINT64

repeated uint64 uint64_val = 10;

Returns
Type	Description
int	The count of uint64Val.

getUint64ValList()

public List<Long> getUint64ValList()

UINT64

repeated uint64 uint64_val = 10;

Returns
Type	Description
List<Long>	A list containing the uint64Val.

getUintVal(int index)

public int getUintVal(int index)

UINT8 UINT16 UINT32

repeated uint32 uint_val = 9;

Parameter
Name	Description
index	int The index of the element to return.

Returns
Type	Description
int	The uintVal at the given index.

getUintValCount()

public int getUintValCount()

UINT8 UINT16 UINT32

repeated uint32 uint_val = 9;

Returns
Type	Description
int	The count of uintVal.

getUintValList()

public List<Integer> getUintValList()

UINT8 UINT16 UINT32

repeated uint32 uint_val = 9;

Returns
Type	Description
List<Integer>	A list containing the uintVal.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Parameter
Name	Description
number	int

Returns
Type	Description
com.google.protobuf.MapFieldReflectionAccessor

Overrides

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public Tensor.Builder newBuilderForType()

Returns
Type	Description
Tensor.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected Tensor.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
Tensor.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public Tensor.Builder toBuilder()

Returns
Type	Description
Tensor.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException