https://github.com/tensorflow/profiler-ui
[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.
https://github.com/tensorflow/profiler-ui
Last synced: 13 days ago
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[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.
- Host: GitHub
- URL: https://github.com/tensorflow/profiler-ui
- Owner: tensorflow
- License: apache-2.0
- Created: 2018-02-07T17:02:39.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-09-10T15:53:51.000Z (about 6 years ago)
- Last Synced: 2025-01-29T10:35:44.332Z (9 months ago)
- Language: HTML
- Homepage:
- Size: 1.47 MB
- Stars: 136
- Watchers: 14
- Forks: 33
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
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README
# 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.
```s
pip install --user -r requirements.txt
```
2) Install [pprof](https://github.com/google/pprof#building-pprof).
3) Create a profile context file using the [tf.contrib.tfprof.ProfileContext](https://github.com/tensorflow/tensorflow/blob/v1.8.0/tensorflow/python/profiler/profile_context.py#L110-L148) class.
3) Start the UI.
```s
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](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/profiler/README.md#quick-start).
# Screenshot
# Browser support
Currently only [Chrome](https://www.google.com/chrome/) is supported.
# Contributing
Please see [our contributor's guide](/CONTRIBUTING.md)
# 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](https://github.com/tensorflow/profiler-ui/issues/11))