tf.math.round

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

View aliases

Main aliases

tf.round

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.round

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

Used in the notebooks

Used in the tutorials
Learned data compression Substantial Undocumented Infection Facilitates the Rapid Dissemination of Novel Coronavirus (SARS-CoV2) Research tools Super resolution with TensorFlow Lite Graph-based Neural Structured Learning in TFX

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 ]

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

Returns
A Tensor of same shape and type as x.