Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow.
IEEE Transactions on Visualization and Computer Graphics(2018)
摘要
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 produce a legible interactive diagram. To declutter the grap...
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关键词
Visualization,Layout,Machine learning,Computational modeling,Tools,Neural networks,Standards
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