PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Component
Details
Percentile Rank
# Compatible Public Results
Seconds (Average)
Alder Lake [16 Cores / 24 Threads]
100th
9
0.001
Ice Lake [80 Cores / 160 Threads]
100th
3
0.001
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
100th
3
0.001
Cascade Lake [56 Cores / 112 Threads]
100th
3
0.001
Ice Lake [4 Cores / 8 Threads]
100th
3
0.001
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
100th
3
0.001
Zen 2 [32 Cores / 64 Threads]
100th
3
0.001
Zen 2 [8 Cores / 16 Threads]
100th
3
0.001
Comet Lake [10 Cores / 20 Threads]
100th
3
0.001
Comet Lake [6 Cores / 12 Threads]
100th
3
0.001
Zen 2 [6 Cores / 6 Threads]
100th
3
0.001
Zen 2 [6 Cores / 12 Threads]
100th
3
0.001
Zen 2 [12 Cores / 24 Threads]
100th
3
0.001
Zen 2 [8 Cores / 16 Threads]
100th
6
0.001
Zen 3 [12 Cores / 24 Threads]
100th
3
0.001
Tiger Lake [4 Cores / 8 Threads]
100th
3
0.001
Zen 3 [8 Cores / 16 Threads]
100th
3
0.001
Zen 2 [24 Cores / 48 Threads]
100th
4
0.001
Alder Lake [10 Cores / 16 Threads]
100th
5
0.001
Zen 3 [16 Cores / 32 Threads]
100th
5
0.001
Rocket Lake [6 Cores / 12 Threads]
100th
4
0.001
Comet Lake [4 Cores / 8 Threads]
100th
3
0.001
Zen 2 [64 Cores / 128 Threads]
100th
4
0.001
Zen 2 [8 Cores / 8 Threads]
100th
3
0.001
Alder Lake [12 Cores / 20 Threads]
100th
4
0.001
Rocket Lake [8 Cores / 16 Threads]
100th
4
0.001
Zen 3 [8 Cores / 16 Threads]
100th
4
0.001
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
100th
4
0.001
Comet Lake [8 Cores / 16 Threads]
32nd
4
0.002
Cascade Lake [16 Cores / 32 Threads]
32nd
3
0.002
Zen [2 Cores / 4 Threads]
32nd
3
0.002
Zen 2 [128 Cores / 256 Threads]
32nd
4
0.002
Broadwell [4 Cores / 4 Threads]
32nd
6
0.002
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
32nd
3
0.002
Skylake [4 Cores / 4 Threads]
32nd
3
0.002
Cascade Lake [48 Cores / 96 Threads]
32nd
3
0.002
Haswell [16 Cores / 16 Threads]
9th
3
0.003
Sandy Bridge [4 Cores / 8 Threads]
6th
3
0.005
Haswell [4 Cores / 4 Threads]
6th
6
0.005