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Rounds the values of a tensor to the nearest integer, element-wise.

Used in the notebooks

Used in the tutorials

Rounds half to even. Also known as bankers rounding. If you want to round according to the current system rounding mode use tf::cint. For example:

x = tf.constant([0.9, 2.5, 2.3, 1.5, -4.5])
tf.round(x)  # [ 1.0, 2.0, 2.0, 2.0, -4.0 ]

x A Tensor of type float16, float32, float64, int32, or int64.
name A name for the operation (optional).

A Tensor of same shape and type as x.