Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::Tensor (v0.45.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Tensor.

A tensor value type.

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#bool_val

def bool_val() -> ::Array<::Boolean>

Returns

(::Array<::Boolean>) — 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]

#bool_val=

def bool_val=(value) -> ::Array<::Boolean>

Parameter

value (::Array<::Boolean>) — 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]

Returns

(::Array<::Boolean>) — 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]

#bytes_val

def bytes_val() -> ::Array<::String>

Returns

(::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

#bytes_val=

def bytes_val=(value) -> ::Array<::String>

Parameter

value (::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

Returns

(::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

#double_val

def double_val() -> ::Array<::Float>

Returns

(::Array<::Float>) — [DOUBLE][google.aiplatform.master.Tensor.DataType.DOUBLE]

#double_val=

def double_val=(value) -> ::Array<::Float>

Parameter

value (::Array<::Float>) — [DOUBLE][google.aiplatform.master.Tensor.DataType.DOUBLE]

Returns

(::Array<::Float>) — [DOUBLE][google.aiplatform.master.Tensor.DataType.DOUBLE]

#dtype

def dtype() -> ::Google::Cloud::AIPlatform::V1::Tensor::DataType

Returns

(::Google::Cloud::AIPlatform::V1::Tensor::DataType) — The data type of tensor.

#dtype=

def dtype=(value) -> ::Google::Cloud::AIPlatform::V1::Tensor::DataType

Parameter

value (::Google::Cloud::AIPlatform::V1::Tensor::DataType) — The data type of tensor.

Returns

(::Google::Cloud::AIPlatform::V1::Tensor::DataType) — The data type of tensor.

#float_val

def float_val() -> ::Array<::Float>

Returns

(::Array<::Float>) — [FLOAT][google.aiplatform.master.Tensor.DataType.FLOAT]

#float_val=

def float_val=(value) -> ::Array<::Float>

Parameter

value (::Array<::Float>) — [FLOAT][google.aiplatform.master.Tensor.DataType.FLOAT]

Returns

(::Array<::Float>) — [FLOAT][google.aiplatform.master.Tensor.DataType.FLOAT]

#int64_val

def int64_val() -> ::Array<::Integer>

Returns

(::Array<::Integer>) — [INT64][google.aiplatform.master.Tensor.DataType.INT64]

#int64_val=

def int64_val=(value) -> ::Array<::Integer>

Parameter

value (::Array<::Integer>) — [INT64][google.aiplatform.master.Tensor.DataType.INT64]

Returns

(::Array<::Integer>) — [INT64][google.aiplatform.master.Tensor.DataType.INT64]

#int_val

def int_val() -> ::Array<::Integer>

Returns

(::Array<::Integer>) — [INT_8][google.aiplatform.master.Tensor.DataType.INT8] [INT_16][google.aiplatform.master.Tensor.DataType.INT16] [INT_32][google.aiplatform.master.Tensor.DataType.INT32]

#int_val=

def int_val=(value) -> ::Array<::Integer>

Parameter

value (::Array<::Integer>) — [INT_8][google.aiplatform.master.Tensor.DataType.INT8] [INT_16][google.aiplatform.master.Tensor.DataType.INT16] [INT_32][google.aiplatform.master.Tensor.DataType.INT32]

Returns

(::Array<::Integer>) — [INT_8][google.aiplatform.master.Tensor.DataType.INT8] [INT_16][google.aiplatform.master.Tensor.DataType.INT16] [INT_32][google.aiplatform.master.Tensor.DataType.INT32]

#list_val

def list_val() -> ::Array<::Google::Cloud::AIPlatform::V1::Tensor>

Returns

(::Array<::Google::Cloud::AIPlatform::V1::Tensor>) — A list of tensor values.

#list_val=

def list_val=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::Tensor>

Parameter

value (::Array<::Google::Cloud::AIPlatform::V1::Tensor>) — A list of tensor values.

Returns

(::Array<::Google::Cloud::AIPlatform::V1::Tensor>) — A list of tensor values.

#shape

def shape() -> ::Array<::Integer>

Returns

(::Array<::Integer>) — Shape of the tensor.

#shape=

def shape=(value) -> ::Array<::Integer>

Parameter

value (::Array<::Integer>) — Shape of the tensor.

Returns

(::Array<::Integer>) — Shape of the tensor.

#string_val

def string_val() -> ::Array<::String>

Returns

(::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

#string_val=

def string_val=(value) -> ::Array<::String>

Parameter

value (::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

Returns

(::Array<::String>) — [STRING][google.aiplatform.master.Tensor.DataType.STRING]

#struct_val

def struct_val() -> ::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::Tensor}

Returns

(::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::Tensor}) — A map of string to tensor.

#struct_val=

def struct_val=(value) -> ::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::Tensor}

Parameter

value (::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::Tensor}) — A map of string to tensor.

Returns

(::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::Tensor}) — A map of string to tensor.

#tensor_val

def tensor_val() -> ::String

Returns

(::String) — Serialized raw tensor content.

#tensor_val=

def tensor_val=(value) -> ::String

Parameter

value (::String) — Serialized raw tensor content.

Returns

(::String) — Serialized raw tensor content.

#uint64_val

def uint64_val() -> ::Array<::Integer>

Returns

(::Array<::Integer>) — [UINT64][google.aiplatform.master.Tensor.DataType.UINT64]

#uint64_val=

def uint64_val=(value) -> ::Array<::Integer>

Parameter

value (::Array<::Integer>) — [UINT64][google.aiplatform.master.Tensor.DataType.UINT64]

Returns

(::Array<::Integer>) — [UINT64][google.aiplatform.master.Tensor.DataType.UINT64]

#uint_val

def uint_val() -> ::Array<::Integer>

Returns

(::Array<::Integer>) — [UINT8][google.aiplatform.master.Tensor.DataType.UINT8] [UINT16][google.aiplatform.master.Tensor.DataType.UINT16] [UINT32][google.aiplatform.master.Tensor.DataType.UINT32]

#uint_val=

def uint_val=(value) -> ::Array<::Integer>

Parameter

value (::Array<::Integer>) — [UINT8][google.aiplatform.master.Tensor.DataType.UINT8] [UINT16][google.aiplatform.master.Tensor.DataType.UINT16] [UINT32][google.aiplatform.master.Tensor.DataType.UINT32]

Returns

(::Array<::Integer>) — [UINT8][google.aiplatform.master.Tensor.DataType.UINT8] [UINT16][google.aiplatform.master.Tensor.DataType.UINT16] [UINT32][google.aiplatform.master.Tensor.DataType.UINT32]