tensorflow / tensorflow/privacy
pate_2017 train_student failed to run
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Description
I have finished training the teachers .
python train_teachers.py --nb_teachers=100 --teacher_id=10 --dataset=mnist
teacher_id values range from 0 to 99.
When I wanted to train the student,it failed.Just use this command, there is no other command
python train_student.py --nb_teachers=100 --dataset=mnist --stdnt_share=1000
Error information:The passed save_path in not a valid checkpoint:/tmp/train_dir//mnist_100_student.ckpt-2999。
What should I do now?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
Start by reproducing the reported command in train_student.py with the MNIST dataset and inspect how /tmp/train_dir//mnist_100_student.ckpt-2999 is generated or validated. Done means student training accepts a valid checkpoint path and completes without the reported save_path error.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100