Public API for tf.dtypes namespace.
class DType: Represents the type of the elements in a Tensor.
as_dtype(...): Converts the given type_value to a DType.
as_string(...): Converts each entry in the given tensor to strings.
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.
| Other Members | |
|---|---|
| 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). |
© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/compat/v1/dtypes