TCL: Enabling Fast and Efficient Cross-Hardware Tensor Program Optimization via Continual Learning

Chaoyao Shen, Linfeng Jiang, Yixian Shen +5

Deep learning (DL) compilers rely on cost models and auto-tuning to optimize tensor programs for target hardware. However, existing approaches depend on large offline datasets, inc…