pyhpc-5950x AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS) and AMD Radeon RX 6700/6700 XT / 6800M 12GB on Ubuntu 21.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2110227-PTS-PYHPC59554&sor&grs .
pyhpc-5950x Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution 1 1a 2 3 AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS) AMD Starship/Matisse 32GB 1000GB Sabrent Rocket 4.0 Plus AMD Radeon RX 6700/6700 XT / 6800M 12GB (2855/1000MHz) AMD Navi 21 HDMI Audio ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 21.10 5.15.0-rc4-cluster-sched (x86_64) GNOME Shell 40.5 X Server + Wayland 4.6 Mesa 21.2.2 (LLVM 12.0.1) 1.2.182 GCC 11.2.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
pyhpc-5950x pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - Theano - 65536 - Equation of State pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - Bohrium - 262144 - Equation of State pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - Bohrium - 1048576 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Bohrium - 16384 - Equation of State pyhpc: CPU - Bohrium - 65536 - Equation of State pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - Bohrium - 262144 - Isoneutral Mixing pyhpc: CPU - Bohrium - 4194304 - Equation of State pyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixing pyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixing pyhpc: CPU - Bohrium - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 1048576 - Equation of State pyhpc: CPU - Bohrium - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Numba - 1048576 - Equation of State pyhpc: CPU - Theano - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 262144 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Theano - 4194304 - Isoneutral Mixing pyhpc: CPU - Theano - 4194304 - Equation of State pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - Theano - 262144 - Equation of State pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - Theano - 65536 - Isoneutral Mixing pyhpc: CPU - Theano - 16384 - Isoneutral Mixing pyhpc: CPU - Theano - 16384 - Equation of State pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - JAX - 65536 - Equation of State pyhpc: CPU - JAX - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 16384 - Equation of State 1 1a 2 3 0.002 0.005 0.073 0.017 0.011 0.011 0.033 0.011 0.032 1.039 0.118 1.378 0.07 0.053 0.019 0.022 0.044 0.092 0.226 0.292 1.137 0.028 0.098 0.069 0.039 0.04 0.167 0.186 0.047 0.298 0.055 0.06 1.988 0.681 1.07 0.453 1.331 0.27 0.187 0.286 0.243 0.023 0.005 0.001 0.004 0.017 0.014 0.001 0.004 0.016 0.004 0.001 0.025 0.011 0.006 0.002 0.014 0.003 0.003 0.001 0.002 0.001 0.002 0.003 0.004 0.076 0.019 0.013 0.01 0.031 0.011 0.03 0.997 0.116 1.415 0.072 0.056 0.018 0.022 0.043 0.088 0.236 0.291 1.108 0.027 0.095 0.069 0.04 0.04 0.163 0.182 0.046 0.302 0.054 0.06 1.975 0.69 1.07 0.447 1.315 0.27 0.189 0.285 0.242 0.023 0.005 0.001 0.004 0.017 0.014 0.001 0.004 0.016 0.004 0.001 0.025 0.011 0.006 0.002 0.014 0.003 0.003 0.001 0.002 0.001 0.002 0.003 0.005 0.091 0.021 0.011 0.01 0.03 0.012 0.031 1.062 0.111 1.459 0.074 0.053 0.019 0.021 0.045 0.09 0.231 0.303 1.152 0.027 0.097 0.067 0.04 0.039 0.164 0.186 0.047 0.304 0.055 0.061 2.005 0.68 1.085 0.448 1.33 0.267 0.187 0.288 0.243 0.023 0.005 0.001 0.004 0.017 0.014 0.001 0.004 0.016 0.004 0.001 0.025 0.011 0.006 0.002 0.014 0.003 0.003 0.001 0.002 0.001 0.002 OpenBenchmarking.org
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State 1a 2 3 0.0007 0.0014 0.0021 0.0028 0.0035 0.002 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State 2 1a 3 0.0011 0.0022 0.0033 0.0044 0.0055 0.004 0.005 0.005
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State 1a 2 3 0.0205 0.041 0.0615 0.082 0.1025 0.073 0.076 0.091
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State 1a 2 3 0.0047 0.0094 0.0141 0.0188 0.0235 0.017 0.019 0.021
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 3 2 0.0029 0.0058 0.0087 0.0116 0.0145 0.011 0.011 0.013
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State 2 3 1a 0.0025 0.005 0.0075 0.01 0.0125 0.010 0.010 0.011
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing 3 2 1a 0.0074 0.0148 0.0222 0.0296 0.037 0.030 0.031 0.033
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State 1a 2 3 0.0027 0.0054 0.0081 0.0108 0.0135 0.011 0.011 0.012
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State 2 3 1a 0.0072 0.0144 0.0216 0.0288 0.036 0.030 0.031 0.032
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing 2 1a 3 0.239 0.478 0.717 0.956 1.195 0.997 1.039 1.062
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State 3 2 1a 0.0266 0.0532 0.0798 0.1064 0.133 0.111 0.116 0.118
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1a 2 3 0.3283 0.6566 0.9849 1.3132 1.6415 1.378 1.415 1.459
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State 1a 2 3 0.0167 0.0334 0.0501 0.0668 0.0835 0.070 0.072 0.074
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing 1a 3 2 0.0126 0.0252 0.0378 0.0504 0.063 0.053 0.053 0.056
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State 2 1a 3 0.0043 0.0086 0.0129 0.0172 0.0215 0.018 0.019 0.019
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State 3 1a 2 0.005 0.01 0.015 0.02 0.025 0.021 0.022 0.022
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State 2 1a 3 0.0101 0.0202 0.0303 0.0404 0.0505 0.043 0.044 0.045
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing 2 3 1a 0.0207 0.0414 0.0621 0.0828 0.1035 0.088 0.090 0.092
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State 1a 3 2 0.0531 0.1062 0.1593 0.2124 0.2655 0.226 0.231 0.236
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing 2 1a 3 0.0682 0.1364 0.2046 0.2728 0.341 0.291 0.292 0.303
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing 2 1a 3 0.2592 0.5184 0.7776 1.0368 1.296 1.108 1.137 1.152
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing 2 3 1a 0.0063 0.0126 0.0189 0.0252 0.0315 0.027 0.027 0.028
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing 2 3 1a 0.0221 0.0442 0.0663 0.0884 0.1105 0.095 0.097 0.098
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State 3 1a 2 0.0155 0.031 0.0465 0.062 0.0775 0.067 0.069 0.069
PyHPC Benchmarks Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 2 3 0.009 0.018 0.027 0.036 0.045 0.039 0.040 0.040
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State 3 1a 2 0.009 0.018 0.027 0.036 0.045 0.039 0.040 0.040
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing 2 3 1a 0.0376 0.0752 0.1128 0.1504 0.188 0.163 0.164 0.167
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State 2 1a 3 0.0419 0.0838 0.1257 0.1676 0.2095 0.182 0.186 0.186
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State 2 1a 3 0.0106 0.0212 0.0318 0.0424 0.053 0.046 0.047 0.047
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1a 2 3 0.0684 0.1368 0.2052 0.2736 0.342 0.298 0.302 0.304
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing 2 1a 3 0.0124 0.0248 0.0372 0.0496 0.062 0.054 0.055 0.055
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing 1a 2 3 0.0137 0.0274 0.0411 0.0548 0.0685 0.060 0.060 0.061
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing 2 1a 3 0.4511 0.9022 1.3533 1.8044 2.2555 1.975 1.988 2.005
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing 3 1a 2 0.1553 0.3106 0.4659 0.6212 0.7765 0.680 0.681 0.690
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State 1a 2 3 0.2441 0.4882 0.7323 0.9764 1.2205 1.070 1.070 1.085
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing 2 3 1a 0.1019 0.2038 0.3057 0.4076 0.5095 0.447 0.448 0.453
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing 2 3 1a 0.2995 0.599 0.8985 1.198 1.4975 1.315 1.330 1.331
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State 3 1a 2 0.0608 0.1216 0.1824 0.2432 0.304 0.267 0.270 0.270
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State 1a 3 2 0.0425 0.085 0.1275 0.17 0.2125 0.187 0.187 0.189
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing 2 1a 3 0.0648 0.1296 0.1944 0.2592 0.324 0.285 0.286 0.288
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing 2 1a 3 0.0547 0.1094 0.1641 0.2188 0.2735 0.242 0.243 0.243
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State 1a 2 3 0.0052 0.0104 0.0156 0.0208 0.026 0.023 0.023 0.023
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State 1a 2 3 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State 1a 2 3 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State 1a 2 3 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State 1a 2 3 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017 0.017
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 2 3 0.0032 0.0064 0.0096 0.0128 0.016 0.014 0.014 0.014
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State 1a 2 3 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing 1a 2 3 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 2 3 0.0036 0.0072 0.0108 0.0144 0.018 0.016 0.016 0.016
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing 1a 2 3 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State 1a 2 3 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 2 3 0.0056 0.0112 0.0168 0.0224 0.028 0.025 0.025 0.025
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State 1a 2 3 0.0025 0.005 0.0075 0.01 0.0125 0.011 0.011 0.011
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing 1a 2 3 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State 1a 2 3 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing 1a 2 3 0.0032 0.0064 0.0096 0.0128 0.016 0.014 0.014 0.014
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State 1a 2 3 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing 1a 2 3 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State 1a 2 3 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State 1a 2 3 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State 1a 2 3 0.0002 0.0004 0.0006 0.0008 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 2.1 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing 1a 2 3 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
Phoronix Test Suite v10.8.4