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
.
Other Members | |
---|---|
QUANTIZED_DTYPES |
|
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). |