Forget Python Or Java: What You’re Speaking Is Code

Scripting languages like Python and JavaScript quickly gained popularity and pushed further toward human readability. They ...
IEEE

Cacomp: A Cloud-Assisted Collaborative Deep Learning Compiler Framework for DNN Tasks on Edge

Abstract: With the development of edge computing, DNN services have been widely deployed on edge devices. The deployment efficiency of deep learning models relies on the optimization of inference and ...
IEEE

oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation

Abstract: With the rapid development of deep learning models and hardware support for dense computing, the deep learning (DL) workload characteristics changed significantly from a few hot spots on ...