tensorflow / tensorflow/privacy
Does not work with eager mode
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- Dominant language
- Python
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- 2k
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Description
To reproduce:
- Go to
tutorials/Classification_Privacy.ipynb - Run the following
tf.compat.v1.enable_eager_execution()
assert tf.executing_eagerly()
- Run the notebook. Accuracy does not increase with training, stays at 0.1. If I remove the above two lines and rerun, accuracy increases as expected.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with tutorials/Classification_Privacy.ipynb and reproduce the reported behavior after enabling eager execution. Compare the notebook's training results with and without those two lines, then trace the affected training path. Done means the notebook's accuracy increases during training while eager execution remains enabled.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, python, tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100