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tf.math.reciprocal_no_nan

Performs a safe reciprocal operation, element wise.

If a particular element is zero, the reciprocal for that element is also set to zero.

For example:

x = tf.constant([2.0, 0.5, 0, 1], dtype=tf.float32)
tf.math.reciprocal_no_nan(x)  # [ 0.5, 2, 0.0, 1.0 ]
Args
x A Tensor of type float16, float32, float64 complex64 or complex128.
name A name for the operation (optional).
Returns
A Tensor of same shape and type as x.
Raises
TypeError x must be of a valid dtype.

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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/math/reciprocal_no_nan