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, 10 Seconds

Average Run Time

3 Minutes, 23 Seconds

Test Dependencies

Python

Accolades

40k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsTensorflow Popularity Statisticspts/tensorflow2017.022017.042017.062017.082017.102017.122018.022018.042018.062018.082018.102018.122019.022019.042019.062019.082019.102019.122020.022020.042020.062020.082020.102020.122021.022021.043K6K9K12K15K
* 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 Tue, 11 May 2021 00:09:00 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 168 public results since 6 March 2020 with the latest data as of 2 May 2021.

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

OpenBenchmarking.orgDistribution Of Public Results - Build: Cifar10167 Results Range From 29 To 548 Seconds295275981211441671902132362592823053283513743974204434664895125355581530456075

Based on OpenBenchmarking.org data, the selected test / test configuration (Tensorflow - Build: Cifar10) has an average run-time of 5 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: 4.28 / Max: 18

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsBuild: Cifar10Deviation246810Min: 0 / Avg: 0.42 / Max: 3

Recent Test Results

OpenBenchmarking.org Results Compare

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

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Clear Linux OS 34530 - 5.10.31-1033.native - GNOME Shell 3.38.4

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Ubuntu 20.04 - 5.4.0-72-generic - GNOME Shell 3.36.7

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Arch Linux - 5.11.13-arch1-1 - KDE Plasma 5.21.4

3 Systems - 95 Benchmark Results

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CentOS Linux 8 - 4.18.0-147.8.1.el8_1.x86_64 - GCC 8.3.1 20190507

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CentOS Linux 8 - 4.18.0-147.8.1.el8_1.x86_64 - GCC 8.3.1 20190507

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