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These algorithms for multiplying small matrices can be used as primitives to multiply much larger matrices of arbitrary size. AlphaTensor has led to the discovery of a diverse set of algorithms with ...
Classic matrix multiplication: The standard algorithm for multiplying two matrices using nested loops. Naive divide-and-conquer: A recursive algorithm that divides the matrices into smaller ...
Inspired by the outstanding paper "AlphaTensor: Discovering faster matrix multiplication algorithms with reinforcement learning", in this repo I used pyomo library and IPOPT optimizer to solve the ...
A new research paper titled “Discovering faster matrix multiplication algorithms with reinforcement learning” was published by researchers at DeepMind. “Here we report a deep reinforcement learning ...
Since Volker Strassen proposed a recursive matrix multiplication algorithm reducing the time complexity to n2.81 in 1968, many scholars have done a lot of research on this basis. In recent years, ...