VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware

Andrew Or, Haoyu Zhang, Michael J. Freedman

State-of-the-art deep learning systems such as TensorFlow and PyTorch tightly couple the model with the underlying hardware. This coupling requires the user to modify application l…