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/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062K4K6K8K10K
* 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 15 June 2021.
go6.2%raytrace7.3%crypto_pyaes8.4%python_startup8.8%nbody6.8%float8.5%json_loads8.0%pathlib9.2%regex_compile10.5%chaos5.4%pickle_pure_python5.9%2to36.9%django_template8.2%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: regex_compile

OpenBenchmarking.org metrics for this test profile configuration based on 1,308 public results since 11 January 2020 with the latest data as of 6 June 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)
99th
14
116 +/- 6
90th
9
134 +/- 5
86th
7
141 +/- 4
86th
11
141 +/- 6
85th
31
142 +/- 12
85th
7
145 +/- 19
84th
5
146 +/- 5
84th
3
149 +/- 1
84th
4
149 +/- 6
83rd
17
150 +/- 21
83rd
6
150 +/- 1
78th
8
157 +/- 1
76th
10
158 +/- 3
Mid-Tier
75th
> 158
74th
3
160 +/- 13
70th
6
161 +/- 3
67th
5
164 +/- 4
66th
6
165 +/- 16
65th
4
166 +/- 8
61st
5
168 +/- 8
59th
3
169 +/- 2
59th
7
170 +/- 5
58th
5
171 +/- 10
58th
13
171 +/- 3
57th
5
172 +/- 7
57th
14
172 +/- 9
54th
13
175 +/- 12
53rd
4
177 +/- 3
53rd
7
177 +/- 12
51st
3
180 +/- 15
51st
5
180 +/- 6
51st
16
180 +/- 3
51st
6
180 +/- 12
Median
50th
181
48th
4
187 +/- 2
41st
5
195 +/- 6
41st
9
195 +/- 5
36th
4
196 +/- 5
35th
7
197 +/- 2
34th
11
198 +/- 5
34th
9
199 +/- 10
34th
14
199 +/- 8
34th
12
199 +/- 9
34th
5
199 +/- 7
33rd
11
200 +/- 4
33rd
12
200 +/- 9
31st
12
202 +/- 10
26th
18
205 +/- 9
Low-Tier
25th
> 205
25th
4
206 +/- 5
24th
6
207 +/- 4
24th
12
207 +/- 5
24th
9
207 +/- 4
24th
5
208 +/- 7
22nd
12
210 +/- 13
22nd
3
210 +/- 1
21st
14
212 +/- 12
20th
4
215 +/- 9
18th
3
219 +/- 12
12th
3
252 +/- 12
11th
4
257 +/- 2
11th
3
263 +/- 15
8th
3
325 +/- 1
7th
3
336 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile1308 Results Range From 1 To 998 Milliseconds1336597129161193225257289321353385417449481513545577609641673705737769801833865897929961993102580160240320400

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: regex_compile) has an average run-time of 2 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: regex_compileRun-Time48121620Min: 1 / Avg: 2.12 / Max: 14

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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: regex_compile4681618243248641280.69791.39582.09372.79163.4895

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.

Recent Test Results

OpenBenchmarking.org Results Compare

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Debian 11 - 5.12.8-xanmod1 - GCC 10.2.1 20210110

5 Systems - 67 Benchmark Results

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Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4

5 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110

5 Systems - 148 Benchmark Results

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Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

4 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110

3 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

2 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

11 Systems - 454 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

1 System - 190 Benchmark Results

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Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

16 Systems - 119 Benchmark Results

2 x Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

11 Systems - 217 Benchmark Results

AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

3 Systems - 14 Benchmark Results

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Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1

3 Systems - 174 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6

3 Systems - 301 Benchmark Results

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Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

2 Systems - 269 Benchmark Results

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Pop 20.04 - 5.4.0-7626-generic - GNOME Shell 3.36.1

6 Systems - 136 Benchmark Results

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EndeavourOS rolling - 5.7.10-arch1-1 - Xfce 4.14

12 Systems - 229 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

2 Systems - 403 Benchmark Results

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