sat 4000 AMD Ryzen 7 4700U testing with a LENOVO LNVNB161216 (DTCN18WWV1.04 BIOS) and AMD Renoir 512MB on Ubuntu 21.04 via the Phoronix Test Suite. ,,"1","2","3" Processor,,AMD Ryzen 7 4700U @ 2.00GHz (8 Cores),AMD Ryzen 7 4700U @ 2.00GHz (8 Cores),AMD Ryzen 7 4700U @ 2.00GHz (8 Cores) Motherboard,,LENOVO LNVNB161216 (DTCN18WWV1.04 BIOS),LENOVO LNVNB161216 (DTCN18WWV1.04 BIOS),LENOVO LNVNB161216 (DTCN18WWV1.04 BIOS) Chipset,,AMD Renoir Root Complex,AMD Renoir Root Complex,AMD Renoir Root Complex Memory,,16GB,16GB,16GB Disk,,512GB SAMSUNG MZALQ512HALU-000L2,512GB SAMSUNG MZALQ512HALU-000L2,512GB SAMSUNG MZALQ512HALU-000L2 Graphics,,AMD Renoir 512MB (1600/400MHz),AMD Renoir 512MB (1600/400MHz),AMD Renoir 512MB (1600/400MHz) Audio,,AMD Renoir Radeon HD Audio,AMD Renoir Radeon HD Audio,AMD Renoir Radeon HD Audio Network,,Intel Wi-Fi 6 AX200,Intel Wi-Fi 6 AX200,Intel Wi-Fi 6 AX200 OS,,Ubuntu 21.04,Ubuntu 21.04,Ubuntu 21.04 Kernel,,5.13.0-051300-generic (x86_64),5.13.0-051300-generic (x86_64),5.13.0-051300-generic (x86_64) Desktop,,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 21.3.0-devel (git-7de5293 2021-07-18 hirsute-oibaf-ppa) (LLVM 12.0.1),4.6 Mesa 21.3.0-devel (git-7de5293 2021-07-18 hirsute-oibaf-ppa) (LLVM 12.0.1),4.6 Mesa 21.3.0-devel (git-7de5293 2021-07-18 hirsute-oibaf-ppa) (LLVM 12.0.1) Vulkan,,1.2.182,1.2.182,1.2.182 Compiler,,GCC 10.3.0,GCC 10.3.0,GCC 10.3.0 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080 ,,"1","2","3" "OpenSSL - (sign/s)",HIB,2184,2188.1,2197.1 "OpenSSL - (verify/s)",HIB,135790.9,135413.7,136484.3 "GIMP - Test: resize (sec)",LIB,11.462,11.358,11.317 "GIMP - Test: rotate (sec)",LIB,14.04,13.955,14.087 "GIMP - Test: auto-levels (sec)",LIB,15.12,15.303,15.284 "GIMP - Test: unsharp-mask (sec)",LIB,17.011,17.162,17.304 "RAR Compression - Linux Source Tree Archiving To RAR (sec)",LIB,119.335,124.326,124.241 "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,0.003,0.003,0.003 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.027,0.028,0.027 "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,0.145,0.144,0.144 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.021,0.022,0.022 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.38,0.382,0.379 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.08,0.081,0.08 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.357,1.379,1.403 "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,0.004,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.017,0.017,0.017 "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,0.009,0.008,0.009 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.021,0.021,0.021 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.043,0.043,0.043 "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,0.064,0.065,0.065 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.107,0.106,0.107 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.189,0.189,0.188 "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,0.025,0.025,0.025 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.025,0.025,0.025 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.037,0.036,0.037 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.029,0.029,0.029 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.055,0.055,0.055 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.065,0.065,0.065 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.296,0.295,0.296 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.258,0.257,0.258 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.24,1.242,1.242 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.47,0.466,0.466 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.843,0.844,0.853 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,2.117,2.103,2.119 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,3.357,3.351,3.317 "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,0.025,0.025,0.025 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.02,0.02,0.02 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.108,0.107,0.107 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.042,0.042,0.042 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.125,0.124,0.124 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.005,0.005,0.005 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.117,0.117,0.117 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.082,0.081,0.081 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.452,0.452,0.453 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.326,0.323,0.325 "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.874,1.884,1.878 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.096,0.096,0.097 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.395,0.396,0.395 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.31,0.31,0.309 "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.484,1.492,1.485 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.025,0.024,0.025 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.534,0.532,0.534 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.102,0.094,0.092 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,2.204,2.187,2.217 "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,0.007,0.006,0.006 "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,0.019,0.019,0.019 "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,0.043,0.042,0.038 "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,0.145,0.145,0.142 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,,