Guild AI and TensorFlow

While Guild supports any ML framework on any platform, it has a number of special features for TensorFlow.

  • In most cases, running a TensorFlow script with Guild just works. Guild knows how to interact with TensorFlow scripts and handles flags and scalars automatically.

  • Guild has tight integration with TensorBoard.

  • Guild uses TensorFlow summaries as its native store for scalars (aka metrics). Guild automatically detects any summaries written with TensorFlow or Keras summary writers.

  • Guild supports TensorFlow specific checks for your environment.

  • Guild provides TensorFlow specific commands.

If you’re using TensorFlow and want to track experiments with minimal effort, Guild is tailor made. Check out the getting started guide or take a look at a sample TensorFlow project.