Nautilus: An Auto-Scheduling Tensor Compiler for Efficient Tiled GPU Kernels

Yifan Zhao, Yuchen Yang, Matei Budiu +1

We present Nautilus, a novel tensor compiler that moves toward fully automated math-to-kernel optimization. Nautilus compiles a high-level algebraic specification of tensor operato…