Application Performance Modeling via Tensor Completion

1 code implementation • 18 Oct 2022 • Edward Hutter, Edgar Solomonik

We consider alternative piecewise/grid-based models and supervised learning models for six applications and demonstrate that CP decomposition optimized using tensor completion offers higher prediction accuracy and memory-efficiency for high-dimensional performance modeling.

Scheduling Tensor Decomposition