Version of TensorFlow

[bkmgit]

May be good to indicate for TensorFlow 1, and may not be compatible with future versions, though it currently runs some of the used interfaces are deprecated in TensorFlow 2.

[anishathalye]

It would be nice to just make the code compatible with both TensorFlow 1 and 2.

Would you be interested in contributing a PR to do this?

[bkmgit]

I will give it a go. Tensor Flow is not guaranteed to keep the same APIs forever going forward, so perhaps having a deprecated final release version that is guaranteed to work with TensorFlow 1 is nice,  and then having one for TensorFlow2 that could be evolved forward would also be nice.

On 7/25/19 8:24 PM, Anish Athalye wrote:

It would be nice to just make the code compatible with both TensorFlow 1 and 2.

Would you be interested in contributing a PR to do this?

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[anishathalye]

Sure. The current version works fine with TensorFlow 1, so that can serve as that version, and we can target modern TF from now onwards. I don't think it's necessary to maintain two versions in parallel.

[arbolis]

Is there any progress to make the code compatible with the latest tensorflow? I am unable to use pip to install the requirements, I get:

ERROR: Could not find a version that satisfies the requirement tensorflow-gpu<2.0,>=1.0 (from -r requirements.txt (line 4)) (from versions: 2.2.0rc1, 2.2.0rc2, 2.2.0rc3, 2.2.0rc4, 2.2.0, 2.2.1, 2.3.0rc0, 2.3.0rc1, 2.3.0rc2, 2.3.0, 2.3.1, 2.4.0rc0, 2.4.0rc1)

[anishathalye]

I'm not planning on doing the migration, though if someone sends a PR, I'd be happy to review it.

It might be that you're using too recent of a Python version for binary releases of tensorflow-gpu to be available. E.g. if you look at tensorflow-gpu 1.5.1, there are releases only for Python up to 3.6. The solution might be to use an older version of Python or build the dependency from source.

[400lbhacker]

!git clone https://github.com/anishathalye/neural-style !wget https://www.vlfeat.org/matconvnet/models/imagenet-vgg-verydeep-19.mat pip install scipy==1.1.0 %tensorflow_version 1.x !python /content/neural-style/neural_style.py --help

[anishathalye]

Done in 70c1dc29dddbe5e2be6916fb44c055de38fc3f32. Only took 2 years 😛