tf.debugging.is_numeric_tensor

Returns True if the elements of tensor are numbers.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.debugging.is_numeric_tensor, tf.compat.v1.is_numeric_tensor

tf.debugging.is_numeric_tensor(
    tensor
)

Specifically, returns True if the dtype of tensor is one of the following:

• tf.float16
• tf.float32
• tf.float64
• tf.int8
• tf.int16
• tf.int32
• tf.int64
• tf.uint8
• tf.uint16
• tf.uint32
• tf.uint64
• tf.qint8
• tf.qint16
• tf.qint32
• tf.quint8
• tf.quint16
• tf.complex64
• tf.complex128
• tf.bfloat16

Returns False if tensor is of a non-numeric type or if tensor is not a tf.Tensor object.