Python - tensorflow.math.round() Last Updated : 15 Mar, 2023 Comments Improve Suggest changes Like Article Like Report TensorFlow is open-source python library designed by Google to develop Machine Learning models and deep learning neural networks. round() is used to find element-wise nearest integer of x. Syntax: tf.math.round(x, name) Parameter: x: It's the input tensor. Allowed dtype for this tensor are bfloat16, half, float32, float64.name(optional): It defines the name for the operation. Returns: It returns a tensor of same dtype as x. Example 1: Python3 # Importing the library import tensorflow as tf # Initializing the input tensor a = tf.constant([.2, 1.6, 3.7, 1], dtype = tf.float64) # Printing the input tensor print('a: ', a) # Calculating result res = tf.math.round(a) # Printing the result print('Result: ', res) Output: a: tf.Tensor([0.2 1.6 3.7 1. ], shape=(4, ), dtype=float64) Result: tf.Tensor([0. 2. 4. 1.], shape=(4, ), dtype=float64) Example 2: It rounds half to even. Python3 # importing the library import tensorflow as tf # Initializing the input tensor a = tf.constant([2.5, 5.5, 1.5, 6.5], dtype = tf.float64) # Printing the input tensor print('a: ', a) # Calculating result res = tf.math.round(a) # Printing the result print('Result: ', res) Output: a: tf.Tensor([2.5 5.5 1.5 6.5], shape=(4, ), dtype=float64) Result: tf.Tensor([2. 6. 2. 6.], shape=(4, ), dtype=float64) Comment More infoAdvertise with us Next Article Python - tensorflow.math.round() A aman neekhara Follow Improve Article Tags : Machine Learning AI-ML-DS With Python Practice Tags : Machine Learning Similar Reads Python - tensorflow.math.rint() TensorFlow is open-source python library designed by Google to develop Machine Learning models and deep learning  neural networks. rint() is used to find element-wise integer closest to x. Syntax: tf.math.rint(x, name) Parameter: x: It's the input tensor. Allowed dtype for this tensor are bfloat16, 2 min read Python - tensorflow.math.tan() TensorFlow is open-source python library designed by Google to develop Machine Learning models and deep learning  neural networks. tan() is used to find element wise tangent of x. Syntax: tf.math.tan(x, name) Parameters: x: It's the input tensor. Allowed dtype for this tensor are bfloat16, half, fl 1 min read Python - tensorflow.math.sqrt() TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks. sqrt() is used to compute element wise square root. Syntax: tensorflow.math.sqrt(x, name) Parameters: x: It's a tensor. Allowed dtypes are bfloat16, half, float32, float6 1 min read Python - tensorflow.math.sigmoid() TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks. sigmoid() is used to find element wise sigmoid of x. Syntax: tensorflow.math.sigmoid(x, name) Parameters: x: It's a tensor. Allowed dtypes are float16, float32, float64, 1 min read Python - tensorflow.math.rsqrt() TensorFlow is open-source python library designed by Google to develop Machine Learning models and deep learning  neural networks. rsqrt() is used to find element-wise reciprocal of square root of x. Syntax: tf.math.rsqrt(x, name) Parameter: x: It's the input tensor. Allowed dtype for this tensor ar 1 min read Like