Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
IEEE Transactions on Visualization and Computer Graphics, pp. 1-12, 2017.
We present a design study of the TensorFlow Graph Visualizer, part of the TensorFlow machine intelligence platform. This tool helps users understand complex machine learning architectures by visualizing their underlying dataflow graphs. The tool works by applying a series of graph transformations that enable standard layout techniques to ...More
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