Abstract: Even though the task of multiplying matrices appears to be rather straightforward, it can be quite challenging in practice. Many researchers have focused on how to effectively multiply two 2 ...

Computer scientists are a demanding bunch. For them, it’s not enough to get the right answer to a problem — the goal, almost always, is to get the answer as efficiently as possible. Take the act of ...

Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python ...

I am trying to move batched matrix multiplication to edge tpu. I have 3000 matrices of dimensions 500 * 500 and a vectors of dimensions 500 *1. I want to multiply matrix A_i with vector b_i and return ...

A recent paper set the fastest record for multiplying two matrices. But it also marks the end of the line for a method researchers have relied on for decades to make improvements. For computer ...

All of the basic calculations of matrices and many more high-level numerical methods of matrices are included in this module, which could be used as easy-to-write functions. This module is easy to be ...