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tf.debugging.is_numeric_tensor

Returns True if the elements of tensor are numbers.

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

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

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https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/debugging/is_numeric_tensor