pyhpc xeon compulab nvidia gpu Intel Xeon E-2288G testing with a Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2110232-TJ-PYHPCXEON05&rdt .
pyhpc xeon compulab nvidia gpu Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenCL Vulkan Compiler File-System Screen Resolution A B C Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads) Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) Intel Cannon Lake PCH 2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTD Samsung SSD 970 EVO Plus 250GB NVIDIA Quadro RTX 4000 8GB Intel Cannon Lake PCH cAVS Intel I219-LM + Intel I210 Ubuntu 20.10 5.8.0-41-generic (x86_64) GNOME Shell 3.38.2 X Server 1.20.9 NVIDIA OpenCL 1.2 CUDA 11.2.109 1.2.155 GCC 12.0.0 20211016 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.3 Python Details - Python 3.8.6 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + 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: Mitigation of TSX disabled + tsx_async_abort: Mitigation of TSX disabled
pyhpc xeon compulab nvidia gpu pyhpc: CPU - JAX - 16384 - Isoneutral Mixing pyhpc: CPU - JAX - 65536 - Isoneutral Mixing pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing pyhpc: CPU - JAX - 4194304 - Equation of State pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: GPU - Numba - 16384 - Equation of State pyhpc: GPU - Numba - 16384 - Isoneutral Mixing pyhpc: GPU - Numba - 65536 - Equation of State pyhpc: GPU - Numba - 65536 - Isoneutral Mixing pyhpc: GPU - Numpy - 16384 - Equation of State pyhpc: GPU - Numpy - 16384 - Isoneutral Mixing pyhpc: GPU - Numpy - 65536 - Equation of State pyhpc: GPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Numpy - 262144 - Equation of State pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 16384 - Equation of State pyhpc: CPU - Theano - 16384 - Isoneutral Mixing pyhpc: CPU - Theano - 65536 - Equation of State pyhpc: CPU - Theano - 65536 - Isoneutral Mixing pyhpc: GPU - Numba - 262144 - Equation of State pyhpc: GPU - Numba - 262144 - Isoneutral Mixing pyhpc: GPU - Numpy - 262144 - Equation of State pyhpc: GPU - Numpy - 262144 - Isoneutral Mixing pyhpc: GPU - Theano - 16384 - Equation of State pyhpc: GPU - Theano - 16384 - Isoneutral Mixing pyhpc: GPU - Theano - 65536 - Equation of State pyhpc: GPU - Theano - 65536 - Isoneutral Mixing pyhpc: CPU - Bohrium - 16384 - Equation of State pyhpc: CPU - Bohrium - 16384 - Isoneutral Mixing pyhpc: CPU - Bohrium - 65536 - Equation of State pyhpc: CPU - Bohrium - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 1048576 - Equation of State pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Equation of State pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - Theano - 262144 - Equation of State pyhpc: CPU - Theano - 262144 - Isoneutral Mixing pyhpc: GPU - Bohrium - 16384 - Equation of State pyhpc: GPU - Bohrium - 16384 - Isoneutral Mixing pyhpc: GPU - Bohrium - 65536 - Equation of State pyhpc: GPU - Bohrium - 65536 - Isoneutral Mixing pyhpc: GPU - Numba - 1048576 - Equation of State pyhpc: GPU - Numba - 1048576 - Isoneutral Mixing pyhpc: GPU - Numba - 4194304 - Equation of State pyhpc: GPU - Numba - 4194304 - Isoneutral Mixing pyhpc: GPU - Numpy - 1048576 - Equation of State pyhpc: GPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: GPU - Numpy - 4194304 - Equation of State pyhpc: GPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: GPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: GPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: GPU - Theano - 262144 - Equation of State pyhpc: GPU - Theano - 262144 - Isoneutral Mixing pyhpc: CPU - Bohrium - 262144 - Equation of State pyhpc: CPU - Bohrium - 262144 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - Theano - 1048576 - Equation of State pyhpc: CPU - Theano - 1048576 - Isoneutral Mixing pyhpc: CPU - Theano - 4194304 - Equation of State pyhpc: CPU - Theano - 4194304 - Isoneutral Mixing pyhpc: GPU - Bohrium - 262144 - Equation of State pyhpc: GPU - Bohrium - 262144 - Isoneutral Mixing pyhpc: GPU - PyTorch - 262144 - Equation of State pyhpc: GPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: GPU - Theano - 1048576 - Equation of State pyhpc: GPU - Theano - 1048576 - Isoneutral Mixing pyhpc: GPU - Theano - 4194304 - Equation of State pyhpc: GPU - Theano - 4194304 - Isoneutral Mixing pyhpc: CPU - Bohrium - 1048576 - Equation of State pyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixing pyhpc: CPU - Bohrium - 4194304 - Equation of State pyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: GPU - Bohrium - 1048576 - Equation of State pyhpc: GPU - Bohrium - 1048576 - Isoneutral Mixing pyhpc: GPU - Bohrium - 4194304 - Equation of State pyhpc: GPU - Bohrium - 4194304 - Isoneutral Mixing pyhpc: GPU - PyTorch - 1048576 - Equation of State pyhpc: GPU - PyTorch - 1048576 - Isoneutral Mixing pyhpc: GPU - PyTorch - 4194304 - Equation of State pyhpc: GPU - PyTorch - 4194304 - Isoneutral Mixing pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - TensorFlow - 1048576 - Equation of State pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: GPU - TensorFlow - 4194304 - Isoneutral Mixing A B C 0.003 0.013 0.001 0.039 0.01 0.174 0.035 0.828 0.001 0.004 0.004 0.017 0.003 0.007 0.016 0.03 0.001 0.004 0.003 0.017 0.003 0.007 0.016 0.03 0.013 0.066 0.063 0.122 0.001 0.005 0.005 0.021 0.013 0.067 0.063 0.124 0.001 0.005 0.005 0.021 0.025 0.037 0.029 0.053 0.052 0.301 0.208 1.243 0.278 0.563 1.406 2.452 0.004 0.001 0.017 0.018 0.083 0.026 0.034 0.025 0.036 0.052 0.3 0.211 1.242 0.279 0.569 1.411 2.455 0.002 0.003 0.018 0.084 0.039 0.112 0.005 0.073 0.073 0.413 0.292 1.666 0.027 0.044 0.002 0.009 0.075 0.398 0.298 1.671 0.084 0.371 0.26 1.405 0.021 0.373 0.083 1.687 0.033 0.09 0.059 0.303 0.006 0.034 0.022 0.099 0.001 0.002 0.006 0.028 0.125 0.003 0.013 0.001 0.04 0.01 0.174 0.035 0.827 0.001 0.004 0.003 0.017 0.003 0.007 0.016 0.03 0.001 0.004 0.003 0.017 0.003 0.007 0.016 0.03 0.013 0.066 0.063 0.123 0.001 0.005 0.005 0.021 0.013 0.066 0.064 0.124 0.001 0.005 0.005 0.021 0.026 0.037 0.028 0.052 0.052 0.301 0.208 1.243 0.28 0.568 1.411 2.458 0.005 0.001 0.017 0.018 0.084 0.025 0.034 0.025 0.035 0.052 0.301 0.208 1.246 0.278 0.564 1.41 2.458 0.002 0.003 0.018 0.084 0.039 0.112 0.004 0.071 0.073 0.396 0.292 1.668 0.026 0.043 0.002 0.009 0.075 0.398 0.295 1.685 0.085 0.37 0.261 1.402 0.02 0.374 0.083 1.69 0.035 0.091 0.058 0.304 0.006 0.034 0.022 0.099 0.001 0.002 0.006 0.028 0.126 0.003 0.013 0.001 0.04 0.01 0.174 0.035 0.827 0.001 0.004 0.004 0.017 0.003 0.007 0.016 0.03 0.001 0.004 0.003 0.017 0.003 0.007 0.016 0.03 0.013 0.067 0.064 0.123 0.001 0.005 0.005 0.021 0.013 0.067 0.064 0.123 0.001 0.005 0.005 0.022 0.026 0.037 0.029 0.053 0.052 0.301 0.207 1.242 0.278 0.568 1.408 2.454 0.005 0.001 0.018 0.018 0.084 0.025 0.033 0.025 0.035 0.053 0.302 0.207 1.246 0.281 0.569 1.427 2.448 0.002 0.003 0.018 0.084 0.039 0.113 0.005 0.072 0.074 0.401 0.288 1.684 0.027 0.043 0.002 0.009 0.075 0.397 0.297 1.675 0.085 0.374 0.26 1.404 0.021 0.379 0.083 1.675 0.034 0.09 0.058 0.304 0.006 0.034 0.023 0.099 0.001 0.002 0.006 0.028 0.125 OpenBenchmarking.org
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 A B C 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
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 A B C 0.0029 0.0058 0.0087 0.0116 0.0145 0.013 0.013 0.013
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 A B C 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: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 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: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0023 0.0046 0.0069 0.0092 0.0115 0.01 0.01 0.01
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 A B C 0.0392 0.0784 0.1176 0.1568 0.196 0.174 0.174 0.174
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 A B C 0.0079 0.0158 0.0237 0.0316 0.0395 0.035 0.035 0.035
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 A B C 0.1863 0.3726 0.5589 0.7452 0.9315 0.828 0.827 0.827
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 A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
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 A B C 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 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 A B C 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.003 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 A B C 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017 0.017
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 A B C 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
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 A B C 0.0016 0.0032 0.0048 0.0064 0.008 0.007 0.007 0.007
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 A B C 0.0036 0.0072 0.0108 0.0144 0.018 0.016 0.016 0.016
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 A B C 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.03 0.03
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004 0.004
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State A B C 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017 0.017
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State A B C 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0016 0.0032 0.0048 0.0064 0.008 0.007 0.007 0.007
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State A B C 0.0036 0.0072 0.0108 0.0144 0.018 0.016 0.016 0.016
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0068 0.0136 0.0204 0.0272 0.034 0.03 0.03 0.03
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 A B C 0.0029 0.0058 0.0087 0.0116 0.0145 0.013 0.013 0.013
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 A B C 0.0151 0.0302 0.0453 0.0604 0.0755 0.066 0.066 0.067
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 A B C 0.0144 0.0288 0.0432 0.0576 0.072 0.063 0.063 0.064
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 A B C 0.0277 0.0554 0.0831 0.1108 0.1385 0.122 0.123 0.123
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 A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
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 A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005
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 A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005
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 A B C 0.0047 0.0094 0.0141 0.0188 0.0235 0.021 0.021 0.021
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State A B C 0.0029 0.0058 0.0087 0.0116 0.0145 0.013 0.013 0.013
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 0.0151 0.0302 0.0453 0.0604 0.0755 0.067 0.066 0.067
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State A B C 0.0144 0.0288 0.0432 0.0576 0.072 0.063 0.064 0.064
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 0.0279 0.0558 0.0837 0.1116 0.1395 0.124 0.124 0.123
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005 0.005
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.005 0.01 0.015 0.02 0.025 0.021 0.021 0.022
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 A B C 0.0059 0.0118 0.0177 0.0236 0.0295 0.025 0.026 0.026
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 A B C 0.0083 0.0166 0.0249 0.0332 0.0415 0.037 0.037 0.037
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 A B C 0.0065 0.013 0.0195 0.026 0.0325 0.029 0.028 0.029
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 A B C 0.0119 0.0238 0.0357 0.0476 0.0595 0.053 0.052 0.053
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 A B C 0.0117 0.0234 0.0351 0.0468 0.0585 0.052 0.052 0.052
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 A B C 0.0677 0.1354 0.2031 0.2708 0.3385 0.301 0.301 0.301
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 A B C 0.0468 0.0936 0.1404 0.1872 0.234 0.208 0.208 0.207
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 A B C 0.2797 0.5594 0.8391 1.1188 1.3985 1.243 1.243 1.242
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 A B C 0.063 0.126 0.189 0.252 0.315 0.278 0.280 0.278
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 A B C 0.1278 0.2556 0.3834 0.5112 0.639 0.563 0.568 0.568
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 A B C 0.3175 0.635 0.9525 1.27 1.5875 1.406 1.411 1.408
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 A B C 0.5531 1.1062 1.6593 2.2124 2.7655 2.452 2.458 2.454
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 A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.004 0.005 0.005
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 A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
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 A B C 0.0041 0.0082 0.0123 0.0164 0.0205 0.017 0.017 0.018
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 A B C 0.0041 0.0082 0.0123 0.0164 0.0205 0.018 0.018 0.018
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 A B C 0.0189 0.0378 0.0567 0.0756 0.0945 0.083 0.084 0.084
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State A B C 0.0059 0.0118 0.0177 0.0236 0.0295 0.026 0.025 0.025
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0077 0.0154 0.0231 0.0308 0.0385 0.034 0.034 0.033
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State A B C 0.0056 0.0112 0.0168 0.0224 0.028 0.025 0.025 0.025
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0081 0.0162 0.0243 0.0324 0.0405 0.036 0.035 0.035
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0119 0.0238 0.0357 0.0476 0.0595 0.052 0.052 0.053
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.068 0.136 0.204 0.272 0.34 0.300 0.301 0.302
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0475 0.095 0.1425 0.19 0.2375 0.211 0.208 0.207
PyHPC Benchmarks Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing A B C 0.2804 0.5608 0.8412 1.1216 1.402 1.242 1.246 1.246
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0632 0.1264 0.1896 0.2528 0.316 0.279 0.278 0.281
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.128 0.256 0.384 0.512 0.64 0.569 0.564 0.569
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State A B C 0.3211 0.6422 0.9633 1.2844 1.6055 1.411 1.410 1.427
PyHPC Benchmarks Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing A B C 0.5531 1.1062 1.6593 2.2124 2.7655 2.455 2.458 2.448
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing A B C 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing A B C 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State A B C 0.0041 0.0082 0.0123 0.0164 0.0205 0.018 0.018 0.018
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 0.0189 0.0378 0.0567 0.0756 0.0945 0.084 0.084 0.084
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 A B C 0.0088 0.0176 0.0264 0.0352 0.044 0.039 0.039 0.039
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 A B C 0.0254 0.0508 0.0762 0.1016 0.127 0.112 0.112 0.113
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 A B C 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.004 0.005
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 A B C 0.0164 0.0328 0.0492 0.0656 0.082 0.073 0.071 0.072
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 A B C 0.0167 0.0334 0.0501 0.0668 0.0835 0.073 0.073 0.074
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 A B C 0.0929 0.1858 0.2787 0.3716 0.4645 0.413 0.396 0.401
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 A B C 0.0657 0.1314 0.1971 0.2628 0.3285 0.292 0.292 0.288
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 A B C 0.3789 0.7578 1.1367 1.5156 1.8945 1.666 1.668 1.684
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State A B C 0.0061 0.0122 0.0183 0.0244 0.0305 0.027 0.026 0.027
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 0.0099 0.0198 0.0297 0.0396 0.0495 0.044 0.043 0.043
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State A B C 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing A B C 0.002 0.004 0.006 0.008 0.01 0.009 0.009 0.009
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0169 0.0338 0.0507 0.0676 0.0845 0.075 0.075 0.075
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.0896 0.1792 0.2688 0.3584 0.448 0.398 0.398 0.397
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0671 0.1342 0.2013 0.2684 0.3355 0.298 0.295 0.297
PyHPC Benchmarks Device: GPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing A B C 0.3791 0.7582 1.1373 1.5164 1.8955 1.671 1.685 1.675
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 A B C 0.0191 0.0382 0.0573 0.0764 0.0955 0.084 0.085 0.085
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 A B C 0.0842 0.1684 0.2526 0.3368 0.421 0.371 0.370 0.374
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 A B C 0.0587 0.1174 0.1761 0.2348 0.2935 0.260 0.261 0.260
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 A B C 0.3161 0.6322 0.9483 1.2644 1.5805 1.405 1.402 1.404
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 A B C 0.0047 0.0094 0.0141 0.0188 0.0235 0.021 0.020 0.021
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 A B C 0.0853 0.1706 0.2559 0.3412 0.4265 0.373 0.374 0.379
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 A B C 0.0187 0.0374 0.0561 0.0748 0.0935 0.083 0.083 0.083
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 A B C 0.3803 0.7606 1.1409 1.5212 1.9015 1.687 1.690 1.675
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0079 0.0158 0.0237 0.0316 0.0395 0.033 0.035 0.034
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.0205 0.041 0.0615 0.082 0.1025 0.090 0.091 0.090
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0133 0.0266 0.0399 0.0532 0.0665 0.059 0.058 0.058
PyHPC Benchmarks Device: GPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing A B C 0.0684 0.1368 0.2052 0.2736 0.342 0.303 0.304 0.304
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006 0.006
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing A B C 0.0077 0.0154 0.0231 0.0308 0.0385 0.034 0.034 0.034
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State A B C 0.0052 0.0104 0.0156 0.0208 0.026 0.022 0.022 0.023
PyHPC Benchmarks Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing A B C 0.0223 0.0446 0.0669 0.0892 0.1115 0.099 0.099 0.099
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 A B C 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
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 A B C 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002 0.002
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 A B C 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State A B C 0.0063 0.0126 0.0189 0.0252 0.0315 0.028 0.028 0.028
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 A B C 0.0284 0.0568 0.0852 0.1136 0.142 0.125 0.126 0.125
Phoronix Test Suite v10.8.4