tf.math.square

TensorFlow 1 version

Computes square of x element-wise.

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

I.e., \(y = x * x = x^2\).

tf.math.square([-2., 0., 3.]) 
<tf.Tensor: shape=(3,), dtype=float32, numpy=array([4., 0., 9.], dtype=float32)> 

Args:

  • x: A Tensor. Must be one of the following types: bfloat16, half, float32, float64, int32, int64, complex64, complex128.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as x.

If x is a SparseTensor, returns SparseTensor(x.indices, tf.math.square(x.values, ...), x.dense_shape)