Google DeepMind's AlphaEvolve AI system breaks a 56-year-old mathematical record by discovering a more efficient matrix multiplication algorithm that had eluded human mathematicians since Strassen ...

This paper presents an open-source library that pushes the limits of performance portability for irregular General Matrix Multiplication (GEMM) on the widely-used Arm architectures. Our library, ...

We designed a parallel divide and conquer general matrix multiplication (PDCGMM) algorithm that performs GEMM comparably for both sparse and dense matrices. PDCGMM also takes advantage of the parallel ...

In conclusion, PyTorch presents a novel approach to accelerating FP8 inference for large language models using Triton Kernels. The proposed method overcomes the inefficiencies of standard PyTorch ...

“Not All Algorithms are AI” is a three-part deep dive into the evolution of algorithms, what brought us to generative AI, and how to understand what this technology will do for your business.