TensorWatch enables real-time interactive analysis of deep learning training.
problem Challenges in diagnosing and exploring deep learning models during training.
method Modeling inspection and diagnostic tasks as streams using a map-reduce paradigm.
result Real-time interactive queries on live deep learning training processes.