@david-leon  hello, have you solved your problem ? i meet the same one, i want to load model in different device, and there are following errors :
THCudaCheck FAIL file=/py/conda-bld/pytorch_1493676237139/work/torch/lib/THC/generic/THCStorage.c line=79 error=2 : out of memory
[1]    2276 segmentation fault (core dumped)  python guitar_rnnsearch_ia.py