2 papers
cs.PL2026
Hexagon-MLIR: An AI Compilation Stack For Qualcomm's Neural Processing Units (NPUs)
Mohammed Javed Absar, Muthu Baskaran, Abhikrant Sharma +22
In this paper, we present Hexagon-MLIR,an open-source compilation stack that targets Qualcomm Hexagon Neural Processing Unit (NPU) and provides unified support for lowering Triton…
cs.LG2019
Deep Learning-based Hybrid Graph-Coloring Algorithm for Register Allocation
Dibyendu Das, Shahid Asghar Ahmad, Kumar Venkataramanan
Register allocation, which is a crucial phase of a good optimizing compiler, relies on graph coloring. Hence, an efficient graph coloring algorithm is of paramount importance. In t…