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