AMD Ryzen 5 5500U testing with a LENOVO LNVNB161216 (GLCN22WW BIOS) and AMD Lucienne 2GB on Ubuntu 21.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2110297-PTS-PYHPC30573 pyhpc 3.0 5500U - Phoronix Test Suite pyhpc 3.0 5500U AMD Ryzen 5 5500U testing with a LENOVO LNVNB161216 (GLCN22WW BIOS) and AMD Lucienne 2GB on Ubuntu 21.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2110297-PTS-PYHPC30573&grr&sor .
pyhpc 3.0 5500U Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution A B C AMD Ryzen 5 5500U @ 2.10GHz (6 Cores / 12 Threads) LENOVO LNVNB161216 (GLCN22WW BIOS) AMD Renoir Root Complex 6GB 256GB SAMSUNG MZALQ256HBJD-00BL2 AMD Lucienne 2GB (1800/400MHz) AMD Renoir Radeon HD Audio Qualcomm Atheros QCA6174 802.11ac Ubuntu 21.04 5.14.0-051400rc5daily20210811-generic (x86_64) 20210810 GNOME Shell 3.38.4 X Server 1.20.11 + Wayland 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa) (LLVM 12.0.0) 1.2.182 GCC 10.3.0 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8608102 Python Details - Python 3.9.5 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
pyhpc 3.0 5500U pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - Aesara - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - Aesara - 262144 - Equation of State pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - Aesara - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - Aesara - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - Aesara - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - Aesara - 16384 - Equation of State pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - Aesara - 4194304 - Equation of State pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - JAX - 16384 - Isoneutral Mixing pyhpc: CPU - Aesara - 1048576 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - Numba - 1048576 - Equation of State pyhpc: CPU - Aesara - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 65536 - Equation of State pyhpc: CPU - Aesara - 65536 - Equation of State pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - TensorFlow - 65536 - Isoneutral Mixing A B C 3.454 2.232 1.907 0.095 1.014 0.136 1.267 0.005 2.141 0.028 0.009 0.872 0.002 0.021 0.194 0.141 0.45 0.531 0.108 0.116 0.28 0.006 0.016 0.003 0.057 0.001 0.021 0.001 0.301 0.067 0.486 0.024 0.335 0.001 0.003 0.084 0.009 0.108 0.006 0.005 0.265 0.066 0.025 0.004 0.002 0.006 0.033 0.044 0.026 0.004 0.021 0.018 0.004 3.440 2.213 1.897 0.095 0.987 0.133 1.266 0.005 2.135 0.029 0.008 0.868 0.002 0.021 0.190 0.141 0.451 0.530 0.106 0.115 0.275 0.006 0.016 0.004 0.053 0.001 0.021 0.001 0.3 0.066 0.479 0.026 0.336 0.001 0.003 0.085 0.009 0.103 0.006 0.005 0.266 0.066 0.024 0.004 0.002 0.006 0.033 0.044 0.026 0.004 0.021 0.018 0.004 3.453 2.201 1.898 0.096 0.989 0.135 1.264 0.005 2.134 0.028 0.008 0.871 0.002 0.021 0.19 0.142 0.451 0.529 0.106 0.116 0.273 0.006 0.016 0.004 0.053 0.001 0.021 0.001 0.3 0.066 0.482 0.025 0.336 0.001 0.003 0.085 0.009 0.104 0.006 0.005 0.265 0.066 0.024 0.004 0.002 0.006 0.033 0.044 0.026 0.004 0.021 0.018 0.004 OpenBenchmarking.org
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing B C A 0.7772 1.5544 2.3316 3.1088 3.886 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 3.440 3.453 3.454
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing C B A 0.5022 1.0044 1.5066 2.0088 2.511 SE +/- 0.030, N = 3 SE +/- 0.011, N = 3 2.201 2.213 2.232
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing B C A 0.4291 0.8582 1.2873 1.7164 2.1455 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 1.897 1.898 1.907
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0216 0.0432 0.0648 0.0864 0.108 SE +/- 0.001, N = 3 SE +/- 0.001, N = 15 0.095 0.095 0.096
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing B C A 0.2282 0.4564 0.6846 0.9128 1.141 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 0.987 0.989 1.014
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing B C A 0.0306 0.0612 0.0918 0.1224 0.153 SE +/- 0.002, N = 3 SE +/- 0.001, N = 15 0.133 0.135 0.136
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing C B A 0.2851 0.5702 0.8553 1.1404 1.4255 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 1.264 1.266 1.267
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State A B C 0.0011 0.0022 0.0033 0.0044 0.0055 SE +/- 0.000, N = 15 SE +/- 0.000, N = 15 0.005 0.005 0.005
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State C B A 0.4817 0.9634 1.4451 1.9268 2.4085 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 2.134 2.135 2.141
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing A C B 0.0065 0.013 0.0195 0.026 0.0325 SE +/- 0.000, N = 15 SE +/- 0.000, N = 15 0.028 0.028 0.029
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State B C A 0.002 0.004 0.006 0.008 0.01 SE +/- 0.000, N = 15 SE +/- 0.000, N = 3 0.008 0.008 0.009
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing B C A 0.1962 0.3924 0.5886 0.7848 0.981 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.868 0.871 0.872
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State A B C 0.0005 0.001 0.0015 0.002 0.0025 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.002 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State A B C 0.0047 0.0094 0.0141 0.0188 0.0235 SE +/- 0.000, N = 3 SE +/- 0.000, N = 4 0.021 0.021 0.021
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing B C A 0.0437 0.0874 0.1311 0.1748 0.2185 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.190 0.190 0.194
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State A B C 0.032 0.064 0.096 0.128 0.16 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.141 0.141 0.142
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.1015 0.203 0.3045 0.406 0.5075 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.450 0.451 0.451
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing C B A 0.1195 0.239 0.3585 0.478 0.5975 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.529 0.530 0.531
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing B C A 0.0243 0.0486 0.0729 0.0972 0.1215 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.106 0.106 0.108
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing B A C 0.0261 0.0522 0.0783 0.1044 0.1305 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.115 0.116 0.116
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing C B A 0.063 0.126 0.189 0.252 0.315 SE +/- 0.004, N = 3 SE +/- 0.001, N = 3 0.273 0.275 0.280
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.006 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State A B C 0.0036 0.0072 0.0108 0.0144 0.018 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.016 0.016 0.016
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State A B C 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 SE +/- 0.000, N = 15 0.003 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State B C A 0.0128 0.0256 0.0384 0.0512 0.064 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.053 0.053 0.057
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State A B C 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State A B C 0.0047 0.0094 0.0141 0.0188 0.0235 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.021 0.021 0.021
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State A B C 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing B C A 0.0677 0.1354 0.2031 0.2708 0.3385 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.300 0.300 0.301
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing B C A 0.0151 0.0302 0.0453 0.0604 0.0755 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.066 0.066 0.067
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State B C A 0.1094 0.2188 0.3282 0.4376 0.547 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.479 0.482 0.486
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State A C B 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.024 0.025 0.026
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0756 0.1512 0.2268 0.3024 0.378 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.335 0.336 0.336
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State A B C 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0007 0.0014 0.0021 0.0028 0.0035 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.003 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0191 0.0382 0.0573 0.0764 0.0955 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.084 0.085 0.085
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.002 0.004 0.006 0.008 0.01 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.009 0.009 0.009
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State B C A 0.0243 0.0486 0.0729 0.0972 0.1215 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.103 0.104 0.108
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.006 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State A B C 0.0011 0.0022 0.0033 0.0044 0.0055 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.005 0.005 0.005
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State A C B 0.0599 0.1198 0.1797 0.2396 0.2995 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.265 0.265 0.266
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0149 0.0298 0.0447 0.0596 0.0745 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.066 0.066 0.066
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing B C A 0.0056 0.0112 0.0168 0.0224 0.028 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.024 0.024 0.025
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.004 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State A B C 0.0005 0.001 0.0015 0.002 0.0025 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.002 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State A B C 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.006 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0074 0.0148 0.0222 0.0296 0.037 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.033 0.033 0.033
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0099 0.0198 0.0297 0.0396 0.0495 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.044 0.044 0.044
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.026 0.026 0.026
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State A B C 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.004 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0047 0.0094 0.0141 0.0188 0.0235 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.021 0.021 0.021
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0041 0.0082 0.0123 0.0164 0.0205 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.018 0.018 0.018
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State A B C 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.004 0.004 0.004
Phoronix Test Suite v10.8.4