pyhpc 5500U Tests for a future article. 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/2110234-PTS-PYHPC55024&rdt&grs .
pyhpc 5500U Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution 1 2 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 5500U pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - Theano - 65536 - Isoneutral Mixing pyhpc: CPU - Bohrium - 16384 - Equation of State pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Bohrium - 65536 - Equation of State gimp: rotate pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - Bohrium - 16384 - Isoneutral Mixing gimp: resize pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Equation of State gimp: auto-levels pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - Bohrium - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Theano - 1048576 - Equation of State gimp: unsharp-mask pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixing pyhpc: CPU - Theano - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - Bohrium - 4194304 - Equation of State pyhpc: CPU - Theano - 4194304 - Equation of State pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - Bohrium - 1048576 - Equation of State pyhpc: CPU - Theano - 1048576 - Isoneutral Mixing pyhpc: CPU - Bohrium - 262144 - Isoneutral Mixing pyhpc: CPU - Bohrium - 262144 - Equation of State pyhpc: CPU - Theano - 262144 - Isoneutral Mixing 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 - Numba - 1048576 - Equation of State pyhpc: CPU - Theano - 65536 - Equation of State pyhpc: CPU - Theano - 16384 - Isoneutral Mixing pyhpc: CPU - Theano - 16384 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Equation of State 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 - 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 - TensorFlow - 65536 - Equation of State pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - JAX - 16384 - Equation of State 1 2 0.005 0.022 1.680 0.113 0.059 0.026 0.027 0.028 1.036 0.031 12.878 0.197 0.040 9.573 0.045 0.096 13.450 1.287 0.059 0.120 0.486 0.085 16.410 2.238 3.471 0.118 0.142 0.880 0.536 0.412 1.929 2.166 0.266 0.282 0.303 0.322 0.337 0.033 0.008 0.001 0.026 0.101 0.459 0.130 0.045 0.108 0.021 0.026 0.002 0.006 0.066 0.006 0.006 0.001 0.066 0.016 0.022 0.009 0.004 0.018 0.004 0.001 0.005 0.002 0.004 0.004 0.004 0.006 0.02 1.536 0.104 0.055 0.025 0.028 0.029 1.001 0.032 12.521 0.192 0.039 9.793 0.044 0.094 13.185 1.264 0.058 0.118 0.478 0.084 16.252 2.259 3.439 0.117 0.143 0.875 0.533 0.41 1.938 2.156 0.265 0.281 0.304 0.323 0.338 0.033 0.008 0.001 0.026 0.101 0.459 0.13 0.045 0.108 0.021 0.026 0.002 0.006 0.066 0.006 0.006 0.001 0.066 0.016 0.022 0.009 0.004 0.018 0.004 0.001 0.005 0.002 0.004 0.004 0.004 OpenBenchmarking.org
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 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 0.005 0.006
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 1 2 0.005 0.01 0.015 0.02 0.025 SE +/- 0.000, N = 3 0.022 0.020
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 1 2 0.378 0.756 1.134 1.512 1.89 SE +/- 0.002, N = 3 1.680 1.536
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 1 2 0.0254 0.0508 0.0762 0.1016 0.127 SE +/- 0.000, N = 3 0.113 0.104
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 1 2 0.0133 0.0266 0.0399 0.0532 0.0665 SE +/- 0.000, N = 3 0.059 0.055
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 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 0.026 0.025
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 1 2 0.0063 0.0126 0.0189 0.0252 0.0315 SE +/- 0.000, N = 3 0.027 0.028
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 1 2 0.0065 0.013 0.0195 0.026 0.0325 SE +/- 0.000, N = 3 0.028 0.029
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 1 2 0.2331 0.4662 0.6993 0.9324 1.1655 SE +/- 0.004, N = 3 1.036 1.001
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 1 2 0.0072 0.0144 0.0216 0.0288 0.036 SE +/- 0.000, N = 3 0.031 0.032
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: rotate 1 2 3 6 9 12 15 SE +/- 0.08, N = 3 12.88 12.52
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 1 2 0.0443 0.0886 0.1329 0.1772 0.2215 SE +/- 0.000, N = 3 0.197 0.192
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 1 2 0.009 0.018 0.027 0.036 0.045 SE +/- 0.000, N = 3 0.040 0.039
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: resize 1 2 3 6 9 12 15 SE +/- 0.049, N = 3 9.573 9.793
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 1 2 0.0101 0.0202 0.0303 0.0404 0.0505 SE +/- 0.000, N = 3 0.045 0.044
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 0.0216 0.0432 0.0648 0.0864 0.108 SE +/- 0.000, N = 3 0.096 0.094
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: auto-levels 1 2 3 6 9 12 15 SE +/- 0.08, N = 3 13.45 13.19
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 0.2896 0.5792 0.8688 1.1584 1.448 SE +/- 0.001, N = 3 1.287 1.264
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 1 2 0.0133 0.0266 0.0399 0.0532 0.0665 SE +/- 0.000, N = 3 0.059 0.058
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 1 2 0.027 0.054 0.081 0.108 0.135 SE +/- 0.002, N = 3 0.120 0.118
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 0.1094 0.2188 0.3282 0.4376 0.547 SE +/- 0.001, N = 3 0.486 0.478
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 1 2 0.0191 0.0382 0.0573 0.0764 0.0955 SE +/- 0.000, N = 3 0.085 0.084
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: unsharp-mask 1 2 4 8 12 16 20 SE +/- 0.01, N = 3 16.41 16.25
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 1 2 0.5083 1.0166 1.5249 2.0332 2.5415 SE +/- 0.019, N = 3 2.238 2.259
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 2 0.781 1.562 2.343 3.124 3.905 SE +/- 0.003, N = 3 3.471 3.439
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 1 2 0.0266 0.0532 0.0798 0.1064 0.133 SE +/- 0.000, N = 3 0.118 0.117
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 1 2 0.0322 0.0644 0.0966 0.1288 0.161 SE +/- 0.001, N = 3 0.142 0.143
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 1 2 0.198 0.396 0.594 0.792 0.99 SE +/- 0.002, N = 3 0.880 0.875
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 1 2 0.1206 0.2412 0.3618 0.4824 0.603 SE +/- 0.002, N = 3 0.536 0.533
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 1 2 0.0927 0.1854 0.2781 0.3708 0.4635 SE +/- 0.002, N = 3 0.412 0.410
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 1 2 0.4361 0.8722 1.3083 1.7444 2.1805 SE +/- 0.008, N = 3 1.929 1.938
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 0.4874 0.9748 1.4622 1.9496 2.437 SE +/- 0.005, N = 3 2.166 2.156
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 0.0599 0.1198 0.1797 0.2396 0.2995 SE +/- 0.001, N = 3 0.266 0.265
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 2 0.0635 0.127 0.1905 0.254 0.3175 SE +/- 0.001, N = 3 0.282 0.281
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 1 2 0.0684 0.1368 0.2052 0.2736 0.342 SE +/- 0.000, N = 3 0.303 0.304
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 1 2 0.0727 0.1454 0.2181 0.2908 0.3635 SE +/- 0.001, N = 3 0.322 0.323
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 2 0.0761 0.1522 0.2283 0.3044 0.3805 SE +/- 0.001, N = 3 0.337 0.338
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 1 2 0.0074 0.0148 0.0222 0.0296 0.037 SE +/- 0.000, N = 3 0.033 0.033
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 2 0.0018 0.0036 0.0054 0.0072 0.009 SE +/- 0.000, N = 15 0.008 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 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 0.001 0.001
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 1 2 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 0.026 0.026
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 1 2 0.0227 0.0454 0.0681 0.0908 0.1135 SE +/- 0.000, N = 3 0.101 0.101
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 1 2 0.1033 0.2066 0.3099 0.4132 0.5165 SE +/- 0.000, N = 3 0.459 0.459
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 1 2 0.0293 0.0586 0.0879 0.1172 0.1465 SE +/- 0.001, N = 3 0.130 0.130
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 1 2 0.0101 0.0202 0.0303 0.0404 0.0505 SE +/- 0.000, N = 3 0.045 0.045
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 1 2 0.0243 0.0486 0.0729 0.0972 0.1215 SE +/- 0.000, N = 3 0.108 0.108
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 0.0047 0.0094 0.0141 0.0188 0.0235 SE +/- 0.000, N = 3 0.021 0.021
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 0.0059 0.0118 0.0177 0.0236 0.0295 SE +/- 0.000, N = 3 0.026 0.026
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 2 0.0005 0.001 0.0015 0.002 0.0025 SE +/- 0.000, N = 3 0.002 0.002
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 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 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 1 2 0.0149 0.0298 0.0447 0.0596 0.0745 SE +/- 0.000, N = 3 0.066 0.066
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 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 0.006 0.006
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 0.0014 0.0028 0.0042 0.0056 0.007 SE +/- 0.000, N = 3 0.006 0.006
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 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 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 1 2 0.0149 0.0298 0.0447 0.0596 0.0745 SE +/- 0.000, N = 3 0.066 0.066
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 0.0036 0.0072 0.0108 0.0144 0.018 SE +/- 0.000, N = 3 0.016 0.016
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 0.005 0.01 0.015 0.02 0.025 SE +/- 0.000, N = 4 0.022 0.022
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 0.002 0.004 0.006 0.008 0.01 SE +/- 0.000, N = 3 0.009 0.009
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 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 0.004 0.004
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 0.0041 0.0082 0.0123 0.0164 0.0205 SE +/- 0.000, N = 3 0.018 0.018
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 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 0.004 0.004
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 0.0002 0.0004 0.0006 0.0008 0.001 SE +/- 0.000, N = 3 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 1 2 0.0011 0.0022 0.0033 0.0044 0.0055 SE +/- 0.000, N = 3 0.005 0.005
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 0.0005 0.001 0.0015 0.002 0.0025 SE +/- 0.000, N = 3 0.002 0.002
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 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 3 0.004 0.004
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 1 2 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 15 0.004 0.004
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 0.0009 0.0018 0.0027 0.0036 0.0045 SE +/- 0.000, N = 14 0.004 0.004
Phoronix Test Suite v10.8.5