PyPerformance

PyPerformance is the reference Python performance benchmark suite.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pyperformance.

Test Created

11 January 2020

Last Updated

28 May 2020

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

4 Seconds

Average Run Time

2 Minutes, 53 Seconds

Test Dependencies

Python

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.124K8K12K16K20K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data current as of 2 December 2021.
go6.4%raytrace7.2%crypto_pyaes8.2%python_startup9.2%nbody6.9%float8.2%json_loads8.0%pathlib8.9%regex_compile9.8%chaos5.8%pickle_pure_python6.2%2to37.4%django_template7.9%Benchmark Option PopularityOpenBenchmarking.org

Revision History

pts/pyperformance-1.0.2   [View Source]   Thu, 28 May 2020 09:10:11 GMT
Add Windows support.

pts/pyperformance-1.0.1   [View Source]   Sat, 11 Jan 2020 09:53:30 GMT
Drop some tests having issues.

pts/pyperformance-1.0.0   [View Source]   Sat, 11 Jan 2020 08:53:00 GMT
Initial commit of PyPerformance.

Suites Using This Test

Python

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

PyPerformance 1.0.0

Benchmark: 2to3

OpenBenchmarking.org metrics for this test profile configuration based on 1,317 public results since 11 January 2020 with the latest data as of 2 December 2021.

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
Percentile Rank
# Compatible Public Results
Milliseconds (Average)
94th
16
219 +/- 13
94th
11
224 +/- 4
86th
4
232 +/- 4
82nd
3
239 +/- 3
79th
3
255 +/- 6
79th
21
255 +/- 9
79th
8
257 +/- 6
78th
3
259 +/- 4
77th
7
266 +/- 7
76th
3
268 +/- 4
76th
3
270 +/- 16
Mid-Tier
75th
> 271
75th
3
278 +/- 1
74th
13
279 +/- 24
69th
3
297 +/- 41
69th
6
298 +/- 4
68th
9
300 +/- 1
66th
4
302 +/- 2
53rd
4
308 +/- 6
52nd
8
314 +/- 8
52nd
7
319 +/- 31
52nd
3
319 +/- 4
51st
3
320 +/- 4
51st
3
320 +/- 2
51st
4
320 +/- 43
Median
50th
324
49th
4
326 +/- 3
46th
4
343 +/- 6
46th
5
343 +/- 5
45th
3
346 +/- 2
44th
4
352 +/- 1
44th
3
353 +/- 18
43rd
4
356 +/- 11
27th
5
393 +/- 2
26th
5
398 +/- 2
Low-Tier
25th
> 402
24th
7
411 +/- 47
24th
4
414 +/- 17
23rd
4
428 +/- 10
22nd
3
435 +/- 1
20th
4
473 +/- 1
20th
10
473 +/- 38
19th
3
487 +/- 67
14th
3
660 +/- 1
14th
139
662
3rd
3
706 +/- 4
2nd
3
731 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: 2to31302 Results Range From 1 To 996 Milliseconds1336597129161193225257289321353385417449481513545577609641673705737769801833865897929961993102560120180240300

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: 2to3) has an average run-time of 4 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkBenchmark: 2to3Run-Time510152025Min: 1 / Avg: 3.9 / Max: 20

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsBenchmark: 2to3Deviation246810Min: 0 / Avg: 0.12 / Max: 1

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: 2to346816640.40830.81661.22491.63322.0415

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
SSE2 (SSE2)
Used by default on supported hardware.
 
MOVDQA MOVDQU PUNPCKLQDQ CVTSS2SD UCOMISD CVTSD2SS MULSD ADDSD CVTSI2SD MOVD PUNPCKHQDQ PSUBQ XORPD COMISD MOVAPD DIVSD SUBSD CVTTSD2SI SHUFPD UNPCKLPD ANDPD ORPD ANDNPD SUBPD ADDPD UNPCKHPD MULPD PADDQ PSRLDQ SQRTSD CMPNLESD MINSD MAXSD MOVMSKPD MOVUPD CMPLTSD DIVPD
Last automated analysis: 31 January 2021

This test profile binary relies on the shared libraries libpthread.so.0, libdl.so.2, libutil.so.1, libm.so.6, libexpat.so.1, libz.so.1, libc.so.6.