Cloud AI Platform v1 API - Class Tensor (2.19.0)

public sealed class Tensor : IMessage<Tensor>, IEquatable<Tensor>, IDeepCloneable<Tensor>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class Tensor.

A tensor value type.

Inheritance

object > Tensor

Implements

IMessage Tensor, IEquatable Tensor, IDeepCloneable Tensor, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

Tensor()

public Tensor()

Tensor(Tensor)

public Tensor(Tensor other)

Parameter
Name	Description
`other`	`Tensor`

Properties

BoolVal

public RepeatedField<bool> BoolVal { get; }

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][google.aiplatform.master.Tensor.DataType.BOOL]

Property Value
Type	Description
`RepeatedFieldbool`

BytesVal

public RepeatedField<ByteString> BytesVal { get; }

[STRING][google.aiplatform.master.Tensor.DataType.STRING]

Property Value
Type	Description
`RepeatedFieldByteString`

DoubleVal

public RepeatedField<double> DoubleVal { get; }

[DOUBLE][google.aiplatform.master.Tensor.DataType.DOUBLE]

Property Value
Type	Description
`RepeatedFielddouble`

Dtype

public Tensor.Types.DataType Dtype { get; set; }

The data type of tensor.

Property Value
Type	Description
`TensorTypesDataType`

FloatVal

public RepeatedField<float> FloatVal { get; }

[FLOAT][google.aiplatform.master.Tensor.DataType.FLOAT]

Property Value
Type	Description
`RepeatedFieldfloat`

Int64Val

public RepeatedField<long> Int64Val { get; }

[INT64][google.aiplatform.master.Tensor.DataType.INT64]

Property Value
Type	Description
`RepeatedFieldlong`

IntVal

public RepeatedField<int> IntVal { get; }

[INT_8][google.aiplatform.master.Tensor.DataType.INT8] [INT_16][google.aiplatform.master.Tensor.DataType.INT16] [INT_32][google.aiplatform.master.Tensor.DataType.INT32]

Property Value
Type	Description
`RepeatedFieldint`

ListVal

public RepeatedField<Tensor> ListVal { get; }

A list of tensor values.

Property Value
Type	Description
`RepeatedFieldTensor`

Shape

public RepeatedField<long> Shape { get; }

Shape of the tensor.

Property Value
Type	Description
`RepeatedFieldlong`

StringVal

public RepeatedField<string> StringVal { get; }

[STRING][google.aiplatform.master.Tensor.DataType.STRING]

Property Value
Type	Description
`RepeatedFieldstring`

StructVal

public MapField<string, Tensor> StructVal { get; }

A map of string to tensor.

Property Value
Type	Description
`MapFieldstringTensor`

TensorVal

public ByteString TensorVal { get; set; }

Serialized raw tensor content.

Property Value
Type	Description
`ByteString`

Uint64Val

public RepeatedField<ulong> Uint64Val { get; }

[UINT64][google.aiplatform.master.Tensor.DataType.UINT64]

Property Value
Type	Description
`RepeatedFieldulong`

UintVal

public RepeatedField<uint> UintVal { get; }

[UINT8][google.aiplatform.master.Tensor.DataType.UINT8] [UINT16][google.aiplatform.master.Tensor.DataType.UINT16] [UINT32][google.aiplatform.master.Tensor.DataType.UINT32]

Property Value
Type	Description
`RepeatedFielduint`