pyhpc 5900X AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3801 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/2110223-PTS-PYHPC59036&sor&grr .
pyhpc 5900X Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution 1 2 3 4 AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3801 BIOS) AMD Starship/Matisse 16GB 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz) AMD Navi 21 HDMI Audio ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 21.10 5.13.0-20-generic (x86_64) GNOME Shell 40.5 X Server 1.20.13 4.6 Mesa 22.0.0-devel (git-91ff83b 2021-10-18 impish-oibaf-ppa) (LLVM 12.0.1) 1.2.195 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 5900X pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - Theano - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - Theano - 4194304 - Equation of State pyhpc: CPU - Theano - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Theano - 262144 - Equation of State pyhpc: CPU - Theano - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - JAX - 65536 - Equation of State pyhpc: CPU - Theano - 16384 - Equation of State pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - Theano - 1048576 - Equation of State pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - Theano - 65536 - Equation of State pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 16384 - Isoneutral Mixing 1 2 3 4 1.928 0.002 0.002 1.341 1.364 0.692 0.989 0.153 0.243 0.024 0.003 0.276 0.309 0.024 1.034 0.003 0.031 0.016 0.012 0.192 0.014 0.107 0.01 0.178 0.017 0.004 0.431 0.097 0.062 0.284 0.001 0.001 0.012 0.038 0.005 0.001 0.053 0.075 0.01 0.067 0.001 0.006 0.049 0.018 0.005 0.043 0.003 0.055 0.001 0.004 0.002 0.014 0.004 1.983 0.002 0.002 1.335 1.356 0.666 1.017 0.167 0.236 0.023 0.002 0.278 0.307 0.023 1.052 0.003 0.031 0.016 0.011 0.193 0.014 0.107 0.009 0.179 0.017 0.004 0.43 0.093 0.062 0.28 0.001 0.001 0.012 0.037 0.008 0.001 0.052 0.075 0.01 0.07 0.001 0.006 0.048 0.017 0.005 0.041 0.003 0.055 0.002 0.004 0.002 0.014 0.004 1.982 0.002 0.002 1.335 1.332 0.672 1.027 0.166 0.242 0.023 0.002 0.279 0.306 0.024 1.054 0.003 0.03 0.016 0.012 0.195 0.014 0.105 0.009 0.179 0.017 0.004 0.438 0.096 0.061 0.279 0.001 0.001 0.012 0.038 0.007 0.001 0.051 0.075 0.01 0.066 0.001 0.006 0.049 0.019 0.005 0.041 0.003 0.055 0.001 0.004 0.002 0.014 0.004 1.973 0.002 0.002 1.312 1.349 0.731 1.027 0.163 0.248 0.024 0.003 0.276 0.298 0.024 1.055 0.003 0.032 0.016 0.013 0.193 0.014 0.114 0.009 0.18 0.017 0.004 0.44 0.096 0.061 0.281 0.001 0.001 0.012 0.038 0.005 0.001 0.052 0.075 0.01 0.07 0.001 0.006 0.048 0.019 0.005 0.041 0.003 0.054 0.001 0.005 0.002 0.014 0.004 OpenBenchmarking.org
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 1 4 3 2 0.4462 0.8924 1.3386 1.7848 2.231 1.928 1.973 1.982 1.983
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 1 2 3 4 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: 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 1 2 3 4 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002 0.002
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 4 2 3 1 0.3017 0.6034 0.9051 1.2068 1.5085 1.312 1.335 1.335 1.341
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 3 4 2 1 0.3069 0.6138 0.9207 1.2276 1.5345 1.332 1.349 1.356 1.364
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 2 3 1 4 0.1645 0.329 0.4935 0.658 0.8225 0.666 0.672 0.692 0.731
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 1 2 3 4 0.2311 0.4622 0.6933 0.9244 1.1555 0.989 1.017 1.027 1.027
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 1 4 3 2 0.0376 0.0752 0.1128 0.1504 0.188 0.153 0.163 0.166 0.167
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 3 1 4 0.0558 0.1116 0.1674 0.2232 0.279 0.236 0.242 0.243 0.248
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 2 3 1 4 0.0054 0.0108 0.0162 0.0216 0.027 0.023 0.023 0.024 0.024
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 2 3 1 4 0.0007 0.0014 0.0021 0.0028 0.0035 0.002 0.002 0.003 0.003
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 1 4 2 3 0.0628 0.1256 0.1884 0.2512 0.314 0.276 0.276 0.278 0.279
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 4 3 2 1 0.0695 0.139 0.2085 0.278 0.3475 0.298 0.306 0.307 0.309
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 2 1 3 4 0.0054 0.0108 0.0162 0.0216 0.027 0.023 0.024 0.024 0.024
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 1 2 3 4 0.2374 0.4748 0.7122 0.9496 1.187 1.034 1.052 1.054 1.055
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 1 2 3 4 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003 0.003
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 1 2 4 0.0072 0.0144 0.0216 0.0288 0.036 0.030 0.031 0.031 0.032
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 1 2 3 4 0.0036 0.0072 0.0108 0.0144 0.018 0.016 0.016 0.016 0.016
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 2 1 3 4 0.0029 0.0058 0.0087 0.0116 0.0145 0.011 0.012 0.012 0.013
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 1 2 4 3 0.0439 0.0878 0.1317 0.1756 0.2195 0.192 0.193 0.193 0.195
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 1 2 3 4 0.0032 0.0064 0.0096 0.0128 0.016 0.014 0.014 0.014 0.014
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 1 2 4 0.0257 0.0514 0.0771 0.1028 0.1285 0.105 0.107 0.107 0.114
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 4 1 0.0023 0.0046 0.0069 0.0092 0.0115 0.009 0.009 0.009 0.010
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 1 2 3 4 0.0405 0.081 0.1215 0.162 0.2025 0.178 0.179 0.179 0.180
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 1 2 3 4 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017 0.017 0.017
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 1 2 3 4 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004 0.004
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 1 3 4 0.099 0.198 0.297 0.396 0.495 0.430 0.431 0.438 0.440
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 4 1 0.0218 0.0436 0.0654 0.0872 0.109 0.093 0.096 0.096 0.097
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 3 4 1 2 0.014 0.028 0.042 0.056 0.07 0.061 0.061 0.062 0.062
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 3 2 4 1 0.0639 0.1278 0.1917 0.2556 0.3195 0.279 0.280 0.281 0.284
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 1 2 3 4 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 1 2 3 4 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 1 2 3 4 0.0027 0.0054 0.0081 0.0108 0.0135 0.012 0.012 0.012 0.012
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 2 1 3 4 0.0086 0.0172 0.0258 0.0344 0.043 0.037 0.038 0.038 0.038
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 1 4 3 2 0.0018 0.0036 0.0054 0.0072 0.009 0.005 0.005 0.007 0.008
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 1 2 3 4 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 3 2 4 1 0.0119 0.0238 0.0357 0.0476 0.0595 0.051 0.052 0.052 0.053
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 1 2 3 4 0.0169 0.0338 0.0507 0.0676 0.0845 0.075 0.075 0.075 0.075
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 1 2 3 4 0.0023 0.0046 0.0069 0.0092 0.0115 0.01 0.01 0.01 0.01
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 1 2 4 0.0158 0.0316 0.0474 0.0632 0.079 0.066 0.067 0.070 0.070
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 1 2 3 4 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001 0.001
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 1 2 3 4 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006 0.006 0.006
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 4 1 3 0.011 0.022 0.033 0.044 0.055 0.048 0.048 0.049 0.049
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 2 1 3 4 0.0043 0.0086 0.0129 0.0172 0.0215 0.017 0.018 0.019 0.019
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 1 2 3 4 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005 0.005
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 3 4 1 0.0097 0.0194 0.0291 0.0388 0.0485 0.041 0.041 0.041 0.043
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 1 2 3 4 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003 0.003
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 4 1 2 3 0.0124 0.0248 0.0372 0.0496 0.062 0.054 0.055 0.055 0.055
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 1 3 4 2 0.0005 0.001 0.0015 0.002 0.0025 0.001 0.001 0.001 0.002
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 1 2 3 4 0.0011 0.0022 0.0033 0.0044 0.0055 0.004 0.004 0.004 0.005
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 1 2 3 4 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002 0.002
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 1 2 3 4 0.0032 0.0064 0.0096 0.0128 0.016 0.014 0.014 0.014 0.014
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 1 2 3 4 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004 0.004
Phoronix Test Suite v10.8.4