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 UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032K4K6K8K10K
* 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.
Data current as of Thu, 04 Mar 2021 11:06:42 GMT.
go6.3%raytrace7.6%crypto_pyaes7.9%python_startup9.3%nbody7.1%float8.0%json_loads8.3%pathlib9.0%regex_compile10.2%chaos5.5%pickle_pure_python6.0%2to37.2%django_template7.7%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 1,137 public results since 11 January 2020 with the latest data as of 26 February 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
# Matching Public Results
Milliseconds (Average)
94th
9
134 +/- 5
89th
7
141 +/- 4
89th
11
141 +/- 6
88th
28
145 +/- 14
88th
7
145 +/- 19
88th
5
146 +/- 5
87th
4
149 +/- 6
86th
6
150 +/- 1
85th
14
152 +/- 23
80th
10
158 +/- 3
78th
3
160 +/- 13
Mid-Tier
75th
> 160
72nd
6
161 +/- 3
68th
5
164 +/- 4
67th
6
165 +/- 16
67th
4
166 +/- 8
62nd
3
169 +/- 2
60th
5
172 +/- 7
60th
14
172 +/- 9
60th
11
172 +/- 7
57th
11
176 +/- 13
57th
4
177 +/- 3
55th
3
180 +/- 15
55th
6
180 +/- 12
55th
5
180 +/- 6
55th
16
180 +/- 3
55th
4
181 +/- 15
52nd
4
187 +/- 2
Median
50th
189
45th
7
194 +/- 5
44th
5
195 +/- 6
38th
4
196 +/- 5
36th
9
197 +/- 5
36th
4
197 +/- 3
35th
10
199 +/- 9
35th
10
199 +/- 10
35th
9
199 +/- 4
35th
9
199 +/- 10
35th
12
199 +/- 9
35th
5
199 +/- 7
33rd
10
202 +/- 11
28th
16
205 +/- 10
27th
10
206 +/- 5
27th
4
206 +/- 5
26th
6
207 +/- 4
26th
7
207 +/- 4
26th
5
208 +/- 7
Low-Tier
25th
> 208
24th
12
210 +/- 13
24th
3
210 +/- 1
23rd
12
212 +/- 12
22nd
4
215 +/- 9
20th
3
219 +/- 12
13th
3
252 +/- 12
12th
4
257 +/- 2
12th
3
263 +/- 15
9th
3
325 +/- 1
8th
3
336 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile1135 Results Range From 1 To 998 Milliseconds1336597129161193225257289321353385417449481513545577609641673705737769801833865897929961993102570140210280350

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: regex_compile) has an average run-time of 3 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-Time510152025Min: 1 / Avg: 2.25 / Max: 21

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_compile4681618243248640.48330.96661.44991.93322.4165

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

1 System - 78 Benchmark Results

Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH

openSUSE 15.2 - 5.3.18-lp152.63-default - KDE Plasma 5.18.6

5 Systems - 71 Benchmark Results

Intel Core i3-10100 - Gigabyte B460M DS3H - Intel Device 9b63

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

10 Systems - 47 Benchmark Results

Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef

Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1

9 Systems - 47 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 20.10 - 5.8.0-31-generic - GNOME Shell 3.38.1

2 Systems - 243 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 53 Benchmark Results

AMD Ryzen 5 3600 6-Core - ASUS PRIME X470-PRO - AMD Starship

Arch rolling - 5.10.16-zen1-1-zen - X Server 1.20.10

1 System - 358 Benchmark Results

Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Device e100

Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4

1 System - 238 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 37 Benchmark Results

12 x AMD EPYC-Rome - QEMU Standard PC - Intel 82G33

Ubuntu 20.04 - 5.8.0-43-generic - GNOME Shell 3.36.4

1 System - 33 Benchmark Results

Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 18.04 - 5.4.0-1037-aws - GCC 7.5.0

1 System - 34 Benchmark Results

Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.4.0-1037-aws - GCC 9.3.0

1 System - 20 Benchmark Results

Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.4.0-1037-aws - GCC 9.3.0

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

Intel Xeon Gold 5218 - 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 5950X 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

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1

3 Systems - 301 Benchmark Results

Intel Core i5-4670 - MSI B85M-P33 - Intel 4th Gen Core DRAM

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

6 Systems - 136 Benchmark Results

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.10 - 5.4.0-42-generic - GNOME Shell 3.36.4

2 Systems - 403 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

4 Systems - 41 Benchmark Results

Intel Core i5-2500 - ASRock Z68 Extreme3 Gen3 - Intel 2nd Generation Core DRAM

Arch rolling - 5.11.0-rc7-00087-ge792807cdd85 - GNOME Shell 3.38.3

2 Systems - 269 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Ubuntu 20.04 - 5.4.0-29-generic - GNOME Shell 3.36.1

3 Systems - 406 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

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