Module: tf.dtypes
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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.
Other Members |
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QUANTIZED_DTYPES
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{
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
}
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bfloat16
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Instance of tf.dtypes.DType
16-bit bfloat (brain floating point).
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bool
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Instance of tf.dtypes.DType
Boolean.
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complex128
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Instance of tf.dtypes.DType
128-bit complex.
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complex64
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Instance of tf.dtypes.DType
64-bit complex.
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double
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Instance of tf.dtypes.DType
64-bit (double precision) floating-point.
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float16
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Instance of tf.dtypes.DType
16-bit (half precision) floating-point.
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float32
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Instance of tf.dtypes.DType
32-bit (single precision) floating-point.
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float64
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Instance of tf.dtypes.DType
64-bit (double precision) floating-point.
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half
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Instance of tf.dtypes.DType
16-bit (half precision) floating-point.
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int16
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Instance of tf.dtypes.DType
Signed 16-bit integer.
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int32
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Instance of tf.dtypes.DType
Signed 32-bit integer.
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int64
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Instance of tf.dtypes.DType
Signed 64-bit integer.
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int8
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Instance of tf.dtypes.DType
Signed 8-bit integer.
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qint16
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Instance of tf.dtypes.DType
Signed quantized 16-bit integer.
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qint32
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Instance of tf.dtypes.DType
signed quantized 32-bit integer.
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qint8
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Instance of tf.dtypes.DType
Signed quantized 8-bit integer.
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quint16
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Instance of tf.dtypes.DType
Unsigned quantized 16-bit integer.
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quint8
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Instance of tf.dtypes.DType
Unsigned quantized 8-bit integer.
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resource
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Instance of tf.dtypes.DType
Handle to a mutable, dynamically allocated resource.
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string
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Instance of tf.dtypes.DType
Variable-length string, represented as byte array.
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uint16
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Instance of tf.dtypes.DType
Unsigned 16-bit (word) integer.
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uint32
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Instance of tf.dtypes.DType
Unsigned 32-bit (dword) integer.
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uint64
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Instance of tf.dtypes.DType
Unsigned 64-bit (qword) integer.
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uint8
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Instance of tf.dtypes.DType
Unsigned 8-bit (byte) integer.
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variant
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Instance of tf.dtypes.DType
Data of arbitrary type (known at runtime).
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Last updated 2024-04-26 UTC.
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