7 мар. 2024 г. · By eliminating a hidden inefficiency, computer scientists have come up with a new way to multiply large matrices that's faster than ever.

5 окт. 2022 г. · To solve TensorGame and find efficient matrix multiplication algorithms, we develop a DRL agent, AlphaTensor. AlphaTensor is built on AlphaZero, ...

23 нояб. 2022 г. · In DeepMind's new algorithm, dubbed AlphaTensor, the inputs represent steps along the way to a valid matrix multiplication scheme. The first ...

An algorithm that takes time on the order of n 3 field operations to multiply two n × n matrices over that field (Θ(n 3 ) in big O notation). Iterative algorithm · Divide-and-conquer algorithm

Продолжительность: 13:00
Опубликовано: 22 мая 2023 г.

8 мар. 2024 г. · Computer scientists have discovered a new way to multiply large matrices faster than ever before by eliminating a previously unknown inefficiency.

5 окт. 2022 г. · In our paper, we explored how modern AI techniques could advance the automatic discovery of new matrix multiplication algorithms. Building ...

16 июл. 2023 г. · The main contribution of this paper is a new improved variant of the laser method for designing matrix multiplication algorithms.

5 окт. 2022 г. · It found an algorithm for multiplying two matrices of four rows of four numbers using just 47 multiplications, which outperforms Strassen's 49 ...

13 окт. 2022 г. · In a more complicated example, AlphaTensor discovered a new way to perform 5×5 matrix multiplication in 96 steps (versus 98 for the older method) ...