Hello, I am having issues with compatibility between PyTorch versions / GPU devices / operating systems. Specifically, I am training and saving a neural network on a GPU device and then loading it to a different device (different GPU) with a different PyTorch version - this results in the neural network not being loaded properly. In addition, I am also training the neural network on Linux, while I load it on Windows (not sure if this can also cause problems).
Could anyone please direct me to any documentation online mentioning which GPU devices are compatible with which PyTorch versions / operating systems?
Below are the detailed information on the GPU device names and PyTorch versions I used, which I know for sure that definitely are not compatible.
Training: GPU device name:  GeForce GTX 1080 Ti; PyTorch version 1.5.1; Linux.
Loading: GPU device name: GeForce RTX 2070 with Max-Q Design; PyTorch version: 1.3.0; Windows.
Thanks a lot in advance!