# Python – tensorflow.math.square()

TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning  neural networks.

square() is used to compute element wise square of x i.e x*x.

Syntax: tensorflow.math.square(x, name)

Parameters:

• x: It’s a tensor. Allowed dtypes are bfloat16, half, float32, float64, complex64, complex128.
• name(optional): It defines the name for the operation.

Returns: It returns a tensor.

Example 1:

## Python3

 `# importing the library ` `import` `tensorflow as tf ` ` `  `# Initializing the input tensor ` `a ``=` `tf.constant([ ``-``5``, ``-``7``, ``2``, ``5``, ``7``], dtype ``=` `tf.float64) ` ` `  `# Printing the input tensor ` `print``(``'a: '``, a) ` ` `  `# Calculating result ` `res ``=` `tf.math.square(a) ` ` `  `# Printing the result ` `print``(``'Result: '``, res) `

Output:

```a:  tf.Tensor([-5. -7.  2.  5.  7.], shape=(5, ), dtype=float64)
Result:  tf.Tensor([25. 49.  4. 25. 49.], shape=(5, ), dtype=float64)

```

Example 2: Visualization

## Python3

 `# import tensorflow as tf ` `import` `matplotlib.pyplot as plt ` ` `  `# Initializing the input tensor ` `a ``=` `tf.constant([ ``-``7``, ``-``5``, ``2``, ``5``, ``7``], dtype ``=` `tf.float64) ` ` `  `# Calculating tangent ` `res ``=` `tf.math.square(a) ` ` `  `# Plotting the graph ` `plt.plot(a, res, color ``=``'green'``) ` `plt.title(``'tensorflow.math.square'``) ` `plt.xlabel(``'Input'``) ` `plt.ylabel(``'Result'``) ` `plt.show() `

Output:

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