Tensorflow

This is a benchmark of the Tensorflow deep learning framework using the CIFAR10 data set.

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

Project Site

tensorflow.org

Test Created

6 February 2017

Last Updated

6 March 2020

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 13 Seconds

Average Run Time

3 Minutes, 31 Seconds

Test Dependencies

Python

Accolades

40k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsTensorflow Popularity Statisticspts/tensorflow2017.022017.042017.062017.082017.102017.122018.022018.042018.062018.082018.102018.122019.022019.042019.062019.082019.102019.122020.022020.042020.062020.082020.102020.122021.023K6K9K12K15K
* 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 10:20:48 GMT.

Revision History

pts/tensorflow-1.1.0   [View Source]   Fri, 06 Mar 2020 07:23:10 GMT
Rework test, increase max steps to 1000

pts/tensorflow-1.0.0   [View Source]   Mon, 06 Feb 2017 18:08:28 GMT
Initial commit of TensorFlow benchmark

Suites Using This Test

Machine Learning

CPU Massive

HPC - High Performance Computing


Performance Metrics

Analyze Test Configuration:

Tensorflow

Build: Cifar10

OpenBenchmarking.org metrics for this test profile configuration based on 200 public results since 6 March 2020 with the latest data as of 4 February 2021.

Additional benchmark metrics will come after OpenBenchmarking.org has collected a sufficient data-set.

OpenBenchmarking.orgDistribution Of Public Results - Build: Cifar10199 Results Range From 29 To 548 Seconds295275981211441671902132362592823053283513743974204434664895125355581428425670

Based on OpenBenchmarking.org data, the selected test / test configuration (Tensorflow - Build: Cifar10) 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 BenchmarkBuild: Cifar10Run-Time510152025Min: 1 / Avg: 3.57 / Max: 18

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsBuild: Cifar10Deviation246810Min: 0 / Avg: 0.28 / Max: 3

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

1 System - 5 Benchmark Results

Intel Core i5-10210U - Intel NUC10i5FNB - Intel Device 02ef

Ubuntu 20.04 - 5.4.0-65-generic - Xfce 4.14

2 Systems - 73 Benchmark Results

AMD Ryzen 7 3800XT 8-Core - ASRock B550 Phantom Gaming 4 - AMD Starship

ManjaroLinux 20.2.1 - 5.11.1-1-MANJARO - GNOME Shell 3.38.3

1 System - 4 Benchmark Results

Intel Core i7-8665U - LENOVO 20NNCTO1WW - Intel Cannon Point-LP

Linuxmint 20 - 5.4.0-66-generic - Cinnamon 4.6.7

2 Systems - 95 Benchmark Results

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

Ubuntu 20.10 - 5.11.0-051100-generic - GNOME Shell 3.38.1

10 Systems - 47 Benchmark Results

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

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9 Systems - 47 Benchmark Results

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

Ubuntu 20.10 - 5.10.0-051000rc7daily20201213-generic - GNOME Shell 3.38.1

2 Systems - 243 Benchmark Results

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

Ubuntu 21.04 - 5.10.0-14-generic - GNOME Shell 3.38.3

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

16 Systems - 53 Benchmark Results

AMD Ryzen 7 2700X Eight-Core - ASUS ROG CROSSHAIR VII HERO - AMD Family 17h

Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1

3 Systems - 108 Benchmark Results

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

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

2 Systems - 86 Benchmark Results

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

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