This project is intended for research purposes only. Use it at your own risk and discretion. Triton is a language and compiler for writing highly efficient ML primitives, one of the most common ...

Abstract: This research proposes and evaluates a novel approach to optimizing matrix multiplication (MatMul) on Huawei Ascend NPUs, motivated by a key insight: during matrix-vector multiplication ...

Abstract: The Crayfish Optimization Algorithm (COA) draws inspiration from crayfish foraging, summer dormancy, and competitive behaviors. However, it often struggles with local optima convergence and ...