tensorflow / Profiler Ui
Licence: apache-2.0
[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.
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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
- Install Python dependencies.
pip install --user -r requirements.txt
- Install pprof.
- Create a profile context file using the tf.contrib.tfprof.ProfileContext class.
- 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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