$ perl pdl_cpu.pl ================================================== In place in (Perl PDL - CPU multi-threaded) ================================================== 33974.886 µs 37286.043 µs 36175.966 µs 32786.131 µs 34714.937 µs 32924.175 µs 33201.933 µs 33097.029 µs 33265.114 µs 33904.076 µs $ python numba_prange.py ================================================== In place in (Python Numba - CPU multi-threaded) ================================================== 30696.392 µs 37623.167 µs 32857.656 µs 26406.765 µs 26831.150 µs 26624.441 µs 26728.153 µs 26698.828 µs 26748.657 µs 26932.001 µs $ python taichi_cpu.py [Taichi] version 1.8.0, llvm 15.0.4, commit 37a05638, linux, python 3.10.13 ================================================== In place in (Python Taichi - CPU multi-threaded) ================================================== [Taichi] Starting on arch=x64 76603.651 µs 45389.175 µs 37540.913 µs 29339.075 µs 28975.725 µs 29037.952 µs 30524.731 µs 29897.928 µs 30224.562 µs 28925.419 µs