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Module: tf.dtypes Stay organized with collections Save and categorize content based on your preferences.

Public API for tf._api.v2.dtypes namespace

Modules

experimental module: Public API for tf._api.v2.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).

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2024-04-26 UTC.

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