pyhpc intel Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1007 BIOS) and Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB on Ubuntu 21.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2110296-TJ-PYHPCINTE29&sor&grr .
pyhpc intel Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K Intel Core i5-11600K @ 4.90GHz (6 Cores / 12 Threads) ASUS ROG MAXIMUS XIII HERO (1007 BIOS) Intel Tiger Lake-H 32GB 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz) Intel Tiger Lake-H HD Audio ASUS MG28U 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 Ubuntu 21.10 5.15.0-051500rc6daily20211023-generic (x86_64) 20211022 GNOME Shell 40.5 X Server + Wayland 4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic) 1.2.195 GCC 11.2.0 ext4 3840x2160 Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads) OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6 Python Details - Python 3.9.7 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
pyhpc intel pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - Aesara - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - Aesara - 4194304 - Equation of State pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - Aesara - 16384 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Aesara - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - Aesara - 262144 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - Aesara - 262144 - Equation of State pyhpc: CPU - JAX - 65536 - Equation of State pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - Aesara - 16384 - Equation of State pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - JAX - 16384 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - Aesara - 1048576 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Equation of State pyhpc: CPU - Aesara - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - Aesara - 65536 - Equation of State pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - TensorFlow - 1048576 - Isoneutral Mixing Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 2.019 1.4 1.402 0.681 1.02 1.399 0.021 0.21 0.002 0.004 0.015 0.181 0.014 0.002 0.013 0.089 0.008 0.103 0.472 0.264 0.323 0.326 0.07 0.1 0.013 0.001 0.147 0.014 0.011 0.245 0.062 0.001 0.034 0.035 0.005 0.054 0.001 0.001 0.003 0.006 0.053 0.006 0.004 0.045 0.018 0.056 0.003 0.004 0.002 0.023 0.025 0.003 0.003 2.001 1.418 1.412 0.69 1.021 1.411 0.021 0.213 0.002 0.004 0.015 0.188 0.014 0.002 0.012 0.089 0.008 0.103 0.47 0.262 0.323 0.326 0.069 0.1 0.013 0.001 0.147 0.014 0.011 0.246 0.062 0.001 0.034 0.036 0.005 0.054 0.001 0.001 0.003 0.006 0.053 0.005 0.004 0.045 0.018 0.057 0.003 0.004 0.002 0.024 0.025 0.003 0.003 1.91 1.313 1.338 0.649 0.938 1.306 0.02 0.197 0.002 0.004 0.015 0.167 0.013 0.002 0.011 0.085 0.008 0.096 0.434 0.241 0.304 0.306 0.065 0.092 0.012 0.141 0.013 0.01 0.226 0.058 0.001 0.028 0.033 0.005 0.05 0.001 0.001 0.002 0.005 0.049 0.005 0.004 0.042 0.016 0.053 0.003 0.003 0.001 0.022 0.023 0.003 0.002 1.916 1.311 1.328 0.648 0.938 1.307 0.021 0.196 0.002 0.004 0.014 0.167 0.013 0.002 0.012 0.085 0.008 0.096 0.433 0.241 0.307 0.307 0.064 0.092 0.012 0.14 0.013 0.01 0.226 0.057 0.001 0.028 0.033 0.005 0.05 0.001 0.001 0.002 0.005 0.049 0.005 0.004 0.042 0.017 0.053 0.003 0.003 0.001 0.022 0.023 0.003 0.002 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 Core i9 11900K Core i9-11900K Core i5-11600K Core i5 11600K 0.4543 0.9086 1.3629 1.8172 2.2715 1.910 1.916 2.001 2.019
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.3191 0.6382 0.9573 1.2764 1.5955 1.311 1.313 1.400 1.418
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.3177 0.6354 0.9531 1.2708 1.5885 1.328 1.338 1.402 1.412
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.1553 0.3106 0.4659 0.6212 0.7765 0.648 0.649 0.681 0.690
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.2297 0.4594 0.6891 0.9188 1.1485 0.938 0.938 1.020 1.021
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.3175 0.635 0.9525 1.27 1.5875 1.306 1.307 1.399 1.411
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 Core i9 11900K Core i5 11600K Core i5-11600K Core i9-11900K 0.0047 0.0094 0.0141 0.0188 0.0235 0.020 0.021 0.021 0.021
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.0479 0.0958 0.1437 0.1916 0.2395 0.196 0.197 0.210 0.213
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002 0.002
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004 0.004
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 Core i9-11900K Core i5 11600K Core i5-11600K Core i9 11900K 0.0034 0.0068 0.0102 0.0136 0.017 0.014 0.015 0.015 0.015
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0423 0.0846 0.1269 0.1692 0.2115 0.167 0.167 0.181 0.188
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0032 0.0064 0.0096 0.0128 0.016 0.013 0.013 0.014 0.014
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002 0.002
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 Core i9 11900K Core i5-11600K Core i9-11900K Core i5 11600K 0.0029 0.0058 0.0087 0.0116 0.0145 0.011 0.012 0.012 0.013
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.02 0.04 0.06 0.08 0.1 0.085 0.085 0.089 0.089
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0018 0.0036 0.0054 0.0072 0.009 0.008 0.008 0.008 0.008
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0232 0.0464 0.0696 0.0928 0.116 0.096 0.096 0.103 0.103
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 Core i9-11900K Core i9 11900K Core i5-11600K Core i5 11600K 0.1062 0.2124 0.3186 0.4248 0.531 0.433 0.434 0.470 0.472
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 Core i9 11900K Core i9-11900K Core i5-11600K Core i5 11600K 0.0594 0.1188 0.1782 0.2376 0.297 0.241 0.241 0.262 0.264
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0727 0.1454 0.2181 0.2908 0.3635 0.304 0.307 0.323 0.323
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0734 0.1468 0.2202 0.2936 0.367 0.306 0.307 0.326 0.326
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 Core i9-11900K Core i9 11900K Core i5-11600K Core i5 11600K 0.0158 0.0316 0.0474 0.0632 0.079 0.064 0.065 0.069 0.070
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0225 0.045 0.0675 0.09 0.1125 0.092 0.092 0.100 0.100
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0029 0.0058 0.0087 0.0116 0.0145 0.012 0.012 0.013 0.013
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 Core i5 11600K Core i5-11600K 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.0331 0.0662 0.0993 0.1324 0.1655 0.140 0.141 0.147 0.147
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0032 0.0064 0.0096 0.0128 0.016 0.013 0.013 0.014 0.014
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0025 0.005 0.0075 0.01 0.0125 0.010 0.010 0.011 0.011
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0554 0.1108 0.1662 0.2216 0.277 0.226 0.226 0.245 0.246
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 Core i9-11900K Core i9 11900K Core i5 11600K Core i5-11600K 0.014 0.028 0.042 0.056 0.07 0.057 0.058 0.062 0.062
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0077 0.0154 0.0231 0.0308 0.0385 0.028 0.028 0.034 0.034
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0081 0.0162 0.0243 0.0324 0.0405 0.033 0.033 0.035 0.036
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005 0.005
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0122 0.0244 0.0366 0.0488 0.061 0.050 0.050 0.054 0.054
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0002 0.0004 0.0006 0.0008 0.001 0.001 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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0007 0.0014 0.0021 0.0028 0.0035 0.002 0.002 0.003 0.003
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0014 0.0028 0.0042 0.0056 0.007 0.005 0.005 0.006 0.006
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0119 0.0238 0.0357 0.0476 0.0595 0.049 0.049 0.053 0.053
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 Core i5-11600K Core i9 11900K Core i9-11900K Core i5 11600K 0.0014 0.0028 0.0042 0.0056 0.007 0.005 0.005 0.005 0.006
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004 0.004
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0101 0.0202 0.0303 0.0404 0.0505 0.042 0.042 0.045 0.045
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0041 0.0082 0.0123 0.0164 0.0205 0.016 0.017 0.018 0.018
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0128 0.0256 0.0384 0.0512 0.064 0.053 0.053 0.056 0.057
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003 0.003
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0009 0.0018 0.0027 0.0036 0.0045 0.003 0.003 0.004 0.004
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0005 0.001 0.0015 0.002 0.0025 0.001 0.001 0.002 0.002
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0054 0.0108 0.0162 0.0216 0.027 0.022 0.022 0.023 0.024
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0056 0.0112 0.0168 0.0224 0.028 0.023 0.023 0.025 0.025
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 Core i5 11600K Core i5-11600K Core i9 11900K Core i9-11900K 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003 0.003
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 Core i9 11900K Core i9-11900K Core i5 11600K Core i5-11600K 0.0007 0.0014 0.0021 0.0028 0.0035 0.002 0.002 0.003 0.003
Phoronix Test Suite v10.8.4