Using self trained VGG on **2 GPUs** (problem when loading it)


I encounter a problem. I use examples/imagenet/ script to train a VGG (trained on 2 GPUs). Everything went fine for training, thus I want to use it as input layers for my neural net. I did not manage to read it. It seems to have a problem loading the model. I read discussions about this topic and try several solutions to convert the GPU model to CPU (as using but nothing works.
Everytime, there is missing or extra information within the tar fileā€¦

Is there a general solution to this problem ?