tf.math.is_nan

TensorFlow 2 version

Defined in generated file: python/ops/gen_math_ops.py

Returns which elements of x are NaN.

Aliases:

tf.math.is_nan(
    x,
    name=None
)

Args:

  • x: A Tensor. Must be one of the following types: bfloat16, half, float32, float64.
  • name: A name for the operation (optional).

Returns:

A Tensor of type bool.

Numpy Compatibility

Equivalent to np.isnan