Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training

Geoffrey X. Yu, Tovi Grossman, Gennady Pekhimenko

Training a state-of-the-art deep neural network (DNN) is a computationally-expensive and time-consuming process, which incentivizes deep learning developers to debug their DNNs for…