Nice work :-) Here is the results for the numpy benchmark on a 12900k with DDR5 memory using MKL Results ======= | datagen | 0.327 | | special | 0.077 | | stats | 0.871 | | matmul | 0.283 | | vecmul | 0.007 | | svd | 0.278 | | cholesky | 0.085 | | eigendecomp | 3.107 |