This repository demonstrates a powerful, classical linear algebra technique—low-rank approximation via Singular Value Decomposition (SVD)—to dramatically accelerate common matrix operations like GEMM ...

The following Triton kernel implements batched matrix multiplication with bias: The formula is as follows: $$ \text{output}[b, i, j] = \sum_k \text{x}[b, i, k] \cdot \text{y}[k, j] + \text{z}[b, i, j] ...

With AlphaTensor, DeepMind Technologies has presented an AI system that is supposed to independently find novel, efficient and provably correct algorithms for complex mathematical tasks. AlphaTensor ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Implementations of matrix multiplication via diffusion and reactions, thus eliminating ...