tensorflow / tensorflow/models
Is SLIM project dead?
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Description
Prerequisites
Please answer the following questions for yourself before submitting an issue.
[+ ] I am using the latest TensorFlow Model Garden release and TensorFlow 2.
[+ ] I am reporting the issue to the correct repository. (Model Garden official or research directory)
[+ ] I checked to make sure that this issue has not been filed already.
1. The entire URL of the file you are using
https://github.com/tensorflow/models/tree/master/research/slim
2. Describe the bug
Training image classification models using SLIM in TF2 does not work. The error depends on the installed version of TensorFlow. With TF 2.10, the training process hangs when saving the very first checkpoint.
Is SLIM is no longer supported? If so, then why is it still being kept there in TensorFlow Garden API?
3. Steps to reproduce
Follow README instructions given in https://github.com/tensorflow/models/tree/master/research/slim and execute train_image_classifier.py on the flowers dataset.
4. Expected behavior
It should not hang or give any errors and produce a trained model.
5. Additional context
N/A
6. System information
Python 3.8
tensorflow 2.10
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.
Assessment
This issue has not been assessed yet.