generation trouble, likely when CPU is chosen

[Huge]

The code is to huge for me to fix, but it is likely the root cause is identified in https://stackoverflow.com/questions/73530569/pytorch-matmul-runtimeerror-addmm-impl-cpu-not-implemented-for-half