training for wgangp model about genre-shapehd HOT 3 CLOSED

Have you tried training a WGANGP model with our training pipeline, parameters, and our released data?

Here's the training script:
https://github.com/xiumingzhang/GenRe-ShapeHD/blob/master/scripts/train_wgangp.sh

If everything you are using is from this release, it should work out-of-the-box.

from genre-shapehd.

I have tried training the WGANGP model with your pipeline, parameters and your released data for a month. But it took long time for training. As I calculated, it will take several months for training with 1000 epochs. I urgently need this trained model for a research work , so could you provide your trained wgangp model? thank you!

from genre-shapehd.

@congyang12345 If you urgently need a category-specific WGANGP generator, you can check out models trained on chairs and cars here
Also the speed you get is absolutely abnormal. Would you mind sharing the GPU spec and its utility during training? I believe we use ~2-3 days on a Titan XP.

from genre-shapehd.