Module: tf.dtypes

Public API for tf.dtypes namespace.

Modules

experimental module: Public API for tf.dtypes.experimental namespace.

Classes

class DType: Represents the type of the elements in a Tensor.

Functions

as_dtype(...): Converts the given type_value to a tf.DType.

cast(...): Casts a tensor to a new type.

complex(...): Converts two real numbers to a complex number.

saturate_cast(...): Performs a safe saturating cast of value to dtype.

QUANTIZED_DTYPES

{
 tf.qint16,
 tf.qint16_ref,
 tf.qint32,
 tf.qint32_ref,
 tf.qint8,
 tf.qint8_ref,
 tf.quint16,
 tf.quint16_ref,
 tf.quint8,
 tf.quint8_ref
}

bfloat16 Instance of tf.dtypes.DType

16-bit bfloat (brain floating point). bool Instance of tf.dtypes.DType

Boolean. complex128 Instance of tf.dtypes.DType

128-bit complex. complex64 Instance of tf.dtypes.DType

64-bit complex. double Instance of tf.dtypes.DType

64-bit (double precision) floating-point. float16 Instance of tf.dtypes.DType

16-bit (half precision) floating-point. float32 Instance of tf.dtypes.DType

32-bit (single precision) floating-point. float64 Instance of tf.dtypes.DType

64-bit (double precision) floating-point. half Instance of tf.dtypes.DType

16-bit (half precision) floating-point. int16 Instance of tf.dtypes.DType

Signed 16-bit integer. int32 Instance of tf.dtypes.DType

Signed 32-bit integer. int64 Instance of tf.dtypes.DType

Signed 64-bit integer. int8 Instance of tf.dtypes.DType

Signed 8-bit integer. qint16 Instance of tf.dtypes.DType

Signed quantized 16-bit integer. qint32 Instance of tf.dtypes.DType

signed quantized 32-bit integer. qint8 Instance of tf.dtypes.DType

Signed quantized 8-bit integer. quint16 Instance of tf.dtypes.DType

Unsigned quantized 16-bit integer. quint8 Instance of tf.dtypes.DType

Unsigned quantized 8-bit integer. resource Instance of tf.dtypes.DType

Handle to a mutable, dynamically allocated resource. string Instance of tf.dtypes.DType

Variable-length string, represented as byte array. uint16 Instance of tf.dtypes.DType

Unsigned 16-bit (word) integer. uint32 Instance of tf.dtypes.DType

Unsigned 32-bit (dword) integer. uint64 Instance of tf.dtypes.DType

Unsigned 64-bit (qword) integer. uint8 Instance of tf.dtypes.DType

Unsigned 8-bit (byte) integer. variant Instance of tf.dtypes.DType

Data of arbitrary type (known at runtime).