Efficient Algorithms for Device Placement of DNN Graph Operators

1 code implementation • NeurIPS 2020 • Jakub Tarnawski, Amar Phanishayee, Nikhil R. Devanur, Divya Mahajan, Fanny Nina Paravecino

However, for such settings (large models and multiple heterogeneous devices), we require automated algorithms and toolchains that can partition the ML workload across devices.