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README.md

Note: This project has been deprecated in favor of TensorBoard

https://www.tensorflow.org/tensorboard/r2/tensorboard_profiling_keras

TensorFlow Profiler UI

The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.

Installation

  1. Install Python dependencies.
    pip install --user -r requirements.txt
  2. Install pprof.
  3. Create a profile context file using the tf.contrib.tfprof.ProfileContext class.
  4. Start the UI.
    python ui.py --profile_context_path=/path/to/your/profile.context

Learn more

You can learn more about the TensorFlow Profiler's Python API and CLI here.

Screenshot

Browser support

Currently only Chrome is supported.

Contributing

Please see our contributor's guide

Feature requests

Want ideas for ways to contribute to the TensorFlow Profiler UI? Here are some requested features:

  • Support multiple profile contexts at once (#11)

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[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.

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