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&rdt&grr .
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 A B C 0.7772 1.5544 2.3316 3.1088 3.886 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 3.454 3.440 3.453
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 A B C 0.5022 1.0044 1.5066 2.0088 2.511 SE +/- 0.011, N = 3 SE +/- 0.030, N = 3 2.232 2.213 2.201
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 A B C 0.4291 0.8582 1.2873 1.7164 2.1455 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 1.907 1.897 1.898
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 A B C 0.2282 0.4564 0.6846 0.9128 1.141 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 1.014 0.987 0.989
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 A B C 0.0306 0.0612 0.0918 0.1224 0.153 SE +/- 0.002, N = 3 SE +/- 0.001, N = 15 0.136 0.133 0.135
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 A B C 0.2851 0.5702 0.8553 1.1404 1.4255 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 1.267 1.266 1.264
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 A B C 0.4817 0.9634 1.4451 1.9268 2.4085 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 2.141 2.135 2.134
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 B C 0.0065 0.013 0.0195 0.026 0.0325 SE +/- 0.000, N = 15 SE +/- 0.000, N = 15 0.028 0.029 0.028
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 A B C 0.002 0.004 0.006 0.008 0.01 SE +/- 0.000, N = 15 SE +/- 0.000, N = 3 0.009 0.008 0.008
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 A B C 0.1962 0.3924 0.5886 0.7848 0.981 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.872 0.868 0.871
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 A B C 0.0437 0.0874 0.1311 0.1748 0.2185 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.194 0.190 0.190
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 A B C 0.1195 0.239 0.3585 0.478 0.5975 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.531 0.530 0.529
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 A B C 0.0243 0.0486 0.0729 0.0972 0.1215 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.108 0.106 0.106
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 A B C 0.0261 0.0522 0.0783 0.1044 0.1305 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.116 0.115 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 A B C 0.063 0.126 0.189 0.252 0.315 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 0.280 0.275 0.273
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 A B C 0.0128 0.0256 0.0384 0.0512 0.064 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.057 0.053 0.053
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 A B C 0.0677 0.1354 0.2031 0.2708 0.3385 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.301 0.300 0.300
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 A B C 0.0151 0.0302 0.0453 0.0604 0.0755 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.067 0.066 0.066
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 A B C 0.1094 0.2188 0.3282 0.4376 0.547 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.486 0.479 0.482
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 B C 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.024 0.026 0.025
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 A B C 0.0243 0.0486 0.0729 0.0972 0.1215 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.108 0.103 0.104
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 B C 0.0599 0.1198 0.1797 0.2396 0.2995 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.265 0.266 0.265
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 A B C 0.0056 0.0112 0.0168 0.0224 0.028 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.025 0.024 0.024
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