ai.konduit.serving.model

Enum TensorDataType

java.lang.Object

java.lang.Enum<TensorDataType>

ai.konduit.serving.model.TensorDataType

All Implemented Interfaces:

Serializable, Comparable<TensorDataType>

Deprecated.

To be removed - see https://github.com/KonduitAI/konduit-serving/issues/298

@Deprecated
public enum TensorDataType
extends Enum<TensorDataType>

Possible data types for tensors. Comes with conversions from TensorFlow and Python and between ND4J types.

Enum Constant Summary

Enum Constants

Enum Constant and Description
BFLOAT16 Deprecated.
BOOL Deprecated.
COMPLEX128 Deprecated.
COMPLEX64 Deprecated.
DOUBLE Deprecated.
FLOAT Deprecated.
HALF Deprecated.
INT16 Deprecated.
INT32 Deprecated.
INT64 Deprecated.
INT8 Deprecated.
INVALID Deprecated.
QINT16 Deprecated.
QINT32 Deprecated.
QINT8 Deprecated.
QUINT16 Deprecated.
QUINT8 Deprecated.
RESOURCE Deprecated.
STRING Deprecated.
UINT16 Deprecated.
UINT32 Deprecated.
UINT64 Deprecated.
UINT8 Deprecated.
VARIANT Deprecated.

Method Summary

Modifier and Type	Method and Description
static TensorDataType	fromNd4jType(org.nd4j.linalg.api.buffer.DataType dataType) Deprecated.
static TensorDataType	fromNd4jType(org.nd4j.linalg.api.ndarray.INDArray array) Deprecated.
static TensorDataType	fromProtoValue(String value) Deprecated. Map a tensor data type to a proto value found in tensorflow.
static org.nd4j.linalg.api.buffer.DataType	toNd4jType(TensorDataType tensorDataType) Deprecated.
static String	toPythonName(TensorDataType tensorDataType) Deprecated. Get the python name for the given data type
org.nd4j.tensorflow.conversion.TensorDataType	toTFType() Deprecated.
static TensorDataType	valueOf(String name) Deprecated. Returns the enum constant of this type with the specified name.
static TensorDataType[]	values() Deprecated. Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

INVALID

public static final TensorDataType INVALID

Deprecated.

FLOAT

public static final TensorDataType FLOAT

Deprecated.

DOUBLE

public static final TensorDataType DOUBLE

Deprecated.

INT32

public static final TensorDataType INT32

Deprecated.

UINT8

public static final TensorDataType UINT8

Deprecated.

INT16

public static final TensorDataType INT16

Deprecated.

INT8

public static final TensorDataType INT8

Deprecated.

STRING

public static final TensorDataType STRING

Deprecated.

COMPLEX64

public static final TensorDataType COMPLEX64

Deprecated.

INT64

public static final TensorDataType INT64

Deprecated.

BOOL

public static final TensorDataType BOOL

Deprecated.

QINT8

public static final TensorDataType QINT8

Deprecated.

QUINT8

public static final TensorDataType QUINT8

Deprecated.

QINT32

public static final TensorDataType QINT32

Deprecated.

BFLOAT16

public static final TensorDataType BFLOAT16

Deprecated.

QINT16

public static final TensorDataType QINT16

Deprecated.

QUINT16

public static final TensorDataType QUINT16

Deprecated.

UINT16

public static final TensorDataType UINT16

Deprecated.

COMPLEX128

public static final TensorDataType COMPLEX128

Deprecated.

HALF

public static final TensorDataType HALF

Deprecated.

RESOURCE

public static final TensorDataType RESOURCE

Deprecated.

VARIANT

public static final TensorDataType VARIANT

Deprecated.

UINT32

public static final TensorDataType UINT32

Deprecated.

UINT64

public static final TensorDataType UINT64

Deprecated.

Method Detail

values

public static TensorDataType[] values()

Deprecated.

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (TensorDataType c : TensorDataType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static TensorDataType valueOf(String name)

Deprecated.

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

fromProtoValue

public static TensorDataType fromProtoValue(String value)

Deprecated.

Map a tensor data type to a proto value found in tensorflow. Generally, this is just replacing DT_ with empty and returning enum.valueOf(string)

Parameters:

value - the input string

Returns:

the associated TensorDataType

toPythonName

public static String toPythonName(TensorDataType tensorDataType)

Deprecated.

Get the python name for the given data type

Parameters:

tensorDataType - the python name for the given data type

Returns:

float64 for double, float32 for double, float16 for half, otherwise the type's name converted to lower case

toNd4jType

public static org.nd4j.linalg.api.buffer.DataType toNd4jType(TensorDataType tensorDataType)

Deprecated.

fromNd4jType

public static TensorDataType fromNd4jType(org.nd4j.linalg.api.buffer.DataType dataType)

Deprecated.

fromNd4jType

public static TensorDataType fromNd4jType(org.nd4j.linalg.api.ndarray.INDArray array)

Deprecated.

toTFType

public org.nd4j.tensorflow.conversion.TensorDataType toTFType()

Deprecated.