and architecture-specific tuning. Innovations in matrix multiplication methodologies have led to optimal utilisation of cache hierarchies and parallel processing units, considerably reducing ...

In a more complicated example, AlphaTensor discovered a new way to perform 5×5 matrix multiplication in 96 ... Similar to how computer-aided design (CAD) allowed for the development of more ...

Computer scientists have ... speed of AI models depends on the specific architecture of the AI system and how heavily its tasks rely on matrix multiplication. Advancements in algorithmic ...

“It’s a very neat result,” said Josh Alman, a computer scientist at Columbia University. But he and other matrix multiplication specialists ... of a matrix can themselves be matrices. For example, a ...

They all rely on matrix ... as matrix multiplication,” Fawzi wrote. “By provably correct, I mean that the resulting algorithm is guaranteed to be correct on any instance.” This discovery opens up the ...