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Tensor Broadcasting Explained with Examples

In this post, you will learn about the concepts of Tensor Broadcasting with the help of Python Numpy examples. Recall that Tensor is defined as the container of data (primarily numerical) most fundamental data structure used in Keras and Tensorflow. You may want to check out a related article on Tensor – Tensor explained with Python Numpy examples. Broadcasting of tensor is borrowed from Numpy broadcasting. Broadcasting is technique used for performing arithmetic operations between Numpy arrays / Tensors having different shapes. In this technique, the smaller array is transformed appropriately according to larger array (broadcasted to large array) such that the arithmetic operations can be performed on these arrays.  Take a look …

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