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

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