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Tooling for GANs in TensorFlow

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Issue: #18 Code Migrated to TF2.x

cla: yes

Issue: Could not run the code due to Tensorflow version mismatch in colab. Solution: Made compatible by using tf.compat.v1.

cla: yes

File "/usr/lib/python3.8/contextlib.py", line 113, in __enter__ return next(self.gen) File "/home/elich11/.local/lib/python3.8/site-packages/tensorflow_datasets/core/download/downloader.py", line 190, in _open_with_requests url = _get_drive_url(url, session) File "/home/elich11/.local/lib/python3.8/site-packages/tensorflow_datasets/core/download/downloader.py", line 208, in _get_drive_url _assert_status(response) File "/home/elich11/.local/lib/python3.8/site-packages/tensorflow_datasets/core/download/downloader.py", line 219, in...

A bug is reported in SAGAN that `check_for_unused_update_ops=True` raise a ValueError. I find it suppose all ema buffers in bn to be unused update ops. However there is no API...

question

The tf_gan_on_tpus.ipynb colab notebook does not appear to be compatible with TensorFlow 2. Using tf.compact.v1... on depreciated functionality produces a "RuntimeError: Module must be applied in the graph it was...

cla: yes

**System information** - OS Platform and Distribution: Windows 10 / Google Colab - TensorFlow installed from binary: 2.1.0 - 2.2.0-rc3 - Tensorflow-gan version: 2.0.0 and master **Describe the current behavior**...

[https://github.com/tensorflow/gan/issues/18](url)

cla: yes

Hey and congratulations for this amazing library, I have been using it for our latest paper [[paper]](https://arxiv.org/abs/1911.12287), [[code]](https://github.com/giannisdaras/ylg). After the [BREAKING CHANGE](https://github.com/tensorflow/gan/commit/5fbbba16be9a501b13598a760967823388ac2921) commit, the FID / Inception score is calculated...

Hi, I get `AttributeError: module 'tensorflow' has no attribute 'estimator'` when trying to import `tensorflow_gan`. I believe this is because the recent release of tensorflow (2.16) removed `tf.estimator`. Should then...