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About the Guild AI project

Guild AI is a project started in 2016 with the following goals:

  • Support the TensorFlow community with excellent tools, tutorials, and code examples
  • Focus on the operational issues of training and serving TensorFlow models
    • Capture system metrics along with TensorFlow scalar summaries
    • Provide tools for evaluating model performance in terms of latency, throughput, and memory requirements, in addition to predictive performance characteristics
    • Support deployment and operation of trained models as business critical processes using state-of-the-art server technology