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gan compression on tensorflow #39

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sepideh-srj opened this issue Aug 21, 2020 · 2 comments
Open

gan compression on tensorflow #39

sepideh-srj opened this issue Aug 21, 2020 · 2 comments

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@sepideh-srj
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Hi,

I wanted to implement GAN compression on TensorFlow so I can use it on a mobile application.
I'm pretty new to this field and I'm not aware of the challenges of doing something like this might have.
Should I implement the whole thing on Tensorflow myself? would it be as fast as it is in Pytorch?
Or should I convert the pytorch model to tensorflow with onnx?
I would really appreciate any help

@lmxyy
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lmxyy commented Aug 23, 2020

Cool! I think you could first convert the pytorch model to tensorflow with onnx first. I am not familiar with tensorflow, so currently I could not predict what kind of challenges you may meet. If you have any questions, feel free to open issues here.

@NewCoderQ
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@sepideh-srj As far as i know, you can train and compress your model with Pytorch and than convert the Pytorch model to tensorflow or tflite model, it will be the simplest way.

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