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Class Tensor (3.77.0)

public final class Tensor extends GeneratedMessageV3 implements TensorOrBuilder

A tensor value type.

Protobuf type google.cloud.aiplatform.v1beta1.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.aiplatform.v1beta1.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()

BOOL

repeated bool bool_val = 3;

Returns
Type	Description
`int`	The count of boolVal.

getBoolValList()

public List<Boolean> getBoolValList()

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.aiplatform.v1beta1.Tensor.DataType dtype = 1;

Returns
Type	Description
`Tensor.DataType`	The dtype.

getDtypeValue()

public int getDtypeValue()

The data type of tensor.

.google.cloud.aiplatform.v1beta1.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.aiplatform.v1beta1.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.aiplatform.v1beta1.Tensor list_val = 11;

Returns
Type	Description
`int`

getListValList()

public List<Tensor> getListValList()

A list of tensor values.

repeated .google.cloud.aiplatform.v1beta1.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.aiplatform.v1beta1.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.aiplatform.v1beta1.Tensor list_val = 11;

Returns
Type	Description
`List<? extends com.google.cloud.aiplatform.v1beta1.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.aiplatform.v1beta1.Tensor> struct_val = 12;

Returns
Type	Description
`int`

getStructValMap()

public Map<String,Tensor> getStructValMap()

A map of string to tensor.

map<string, .google.cloud.aiplatform.v1beta1.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.aiplatform.v1beta1.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.aiplatform.v1beta1.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`