Bug in image reconstruction with model.py

openai / glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

https://arxiv.org/abs/1807.03039

MIT License

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Bug in image reconstruction with model.py #113

Open ariskoutris opened 2 years ago

ariskoutris commented 2 years ago

Hi,

I'm trying to set up the environment and test it by executing model.py. Even though no errors are returned, the reconstructed image seems very wrong.

My setup is: WSL Ubuntu 18.04 Anaconda Python 3.6 tensorflow-gpu=1.8.0, horovod=0.13.8 GPU Compute Capability 8.6 (3060Ti) Cuda 9.0, CuDNN 7.6.3 Has anyone dealt with something similar? Thank you in advance.

ariskoutris commented 2 years ago

Created the same environment on a machine with a GTX 1080 and the same experiment produces correct results.

I believe that there is a compatibility issue with the newer 3060Ti but I cannot really say what it is. Please note that I tried multiple compatible combinations of CUDA {9,10,11} and CUDNN with no success.