Xiao-Nan Chai

TopoAxis: A Multi-Stage Compilation Optimization Framework for Neural Processing Units

With the rapid growth of deep learning models, compiler optimization for heterogeneous accelerators has become critical to improving execution efficiency. Compared with GPUs, Neural Processing Units (NPUs) offer stronger domain-specific computing capability but impose more complex on-chip resource constraints. Existing...