pyHPC 4500U Ryzen AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir on Ubuntu 21.10 via the Phoronix Test Suite. ,,"1","2","3" Processor,,AMD Ryzen 5 4500U @ 2.38GHz (6 Cores),AMD Ryzen 5 4500U @ 2.38GHz (6 Cores),AMD Ryzen 5 4500U @ 2.38GHz (6 Cores) Motherboard,,LENOVO LNVNB161216 (EECN20WW BIOS),LENOVO LNVNB161216 (EECN20WW BIOS),LENOVO LNVNB161216 (EECN20WW BIOS) Chipset,,AMD Renoir/Cezanne,AMD Renoir/Cezanne,AMD Renoir/Cezanne Memory,,16GB,16GB,16GB Disk,,256GB SK hynix HFM256GDHTNI-87A0B,256GB SK hynix HFM256GDHTNI-87A0B,256GB SK hynix HFM256GDHTNI-87A0B Graphics,,AMD Renoir (1500/400MHz),AMD Renoir (1500/400MHz),AMD Renoir (1500/400MHz) Audio,,AMD Renoir Radeon HD Audio,AMD Renoir Radeon HD Audio,AMD Renoir Radeon HD Audio Network,,Realtek RTL8822CE 802.11ac PCIe,Realtek RTL8822CE 802.11ac PCIe,Realtek RTL8822CE 802.11ac PCIe OS,,Ubuntu 21.10,Ubuntu 21.10,Ubuntu 21.10 Kernel,,5.13.0-20-generic (x86_64),5.13.0-20-generic (x86_64),5.13.0-20-generic (x86_64) Desktop,,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland Vulkan,,1.2.182,1.2.182,1.2.182 Compiler,,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080 OpenGL,,,4.6 Mesa 21.2.2 (LLVM 12.0.1),4.6 Mesa 21.2.2 (LLVM 12.0.1) ,,"1","2","3" "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.004,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.026,0.026,0.027 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.005,0.005,0.005 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.138,0.146,0.143 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.025,0.025,0.025 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.375,0.375,0.376 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.09,0.092,0.091 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.286,1.203,1.312 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.004,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.005,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.018,0.018,0.018 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.004,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.009,0.009,0.009 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.022,0.021,0.021 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.045,0.045,0.045 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.016,0.016,0.016 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.067,0.067,0.067 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.108,0.108,0.108 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.194,0.194,0.193 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.006,0.006,0.006 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.006,0.006,0.006 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.026,0.026,0.026 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.067,0.067,0.067 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.308,0.308,0.307 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.268,0.268,0.268 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.287,1.287,1.288 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.471,0.471,0.47 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.859,0.86,0.866 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,2.116,2.118,2.118 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,3.402,3.402,3.41 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.006,0.006,0.006 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.026,0.026,0.026 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.021,0.021,0.021 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.111,0.111,0.111 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.006,0.006,0.005 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.118,0.119,0.118 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.085,0.085,0.085 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.466,0.47,0.467 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.336,0.337,0.336 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.927,1.936,1.927 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.023,0.026,0.024 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.542,0.543,0.539 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.095,0.095,0.095 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,2.208,2.238,2.19 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.006,0.006,0.006 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.019,0.019,0.018 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.037,0.036,0.036 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.15,0.149,0.145 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,,