NPUs are basically specialized for matrix multiplication, GPUs for more general parallel operations on multiple data (Single Instruction Multiple Thread) althou

NPUs are basically specialized for matrix multiplication, GPUs for more general parallel operations on multiple data (Single Instruction Multiple Thread) although modern GPUs also contain matrix multiplication units. May be a degree of software compatibility at the highest level - eg PyTorch - but the underlying software will be very different.