I have been playing around in pytorch with an a770 16GB card and hit this error. The response seems to be <a href="https://github.com/intel/intel-extension-for-pytorch/issues/325#issuecomment-1876227095">https://github.com/intel/intel-extension-for-pytorch/issues/...</a> that larger than 4gb allocations aren't supported even though the card is 16gb. I haven't seen a ton of stuff on intel arc for machine learning so wanted to share my experience