NVIDIA GPU Cloud TensorFlow

This test profile uses the NVIDIA GPU Cloud (NGC/nvcr.io) for running the TensorFlow image inside Docker for benchmarking. You must have already signed into NGC for this test profile to work.

This test profile requires you have already signed into the NVIDIA GPU Cloud (https://ngc.nvidia.com/) via Docker on this system/user (via docker login nvcr.io) in order for this test profile to work.

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

Use with caution this test profile is currently marked Experimental.

Project Site

ngc.nvidia.com

Test Created

7 October 2018

Last Updated

7 October 2018

Test Maintainer

Michael Larabel 

Test Type

Graphics

Average Install Time

2 Seconds

Average Run Time

3 Minutes, 11 Seconds

Accolades

10k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsNVIDIA GPU Cloud TensorFlow Popularity Statisticspts/ngc-tensorflow2018.102018.112018.122019.012019.022019.032019.042019.052019.062019.072019.082019.092019.102019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.04100200300400500
* 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, 13 Apr 2021 00:40:07 GMT.
AlexNet, FP1614.1%Googlenet, FP326.2%VGG-16, FP327.5%ResNet-50, FP3213.2%ResNet-50, FP1614.0%Inception v4, FP326.2%Googlenet, FP168.2%Inception v4, FP168.4%VGG-16, FP168.4%AlexNet, FP3213.7%Test Option PopularityOpenBenchmarking.org

Revision History

pts/ngc-tensorflow-1.0.0   [View Source]   Sun, 07 Oct 2018 09:49:47 GMT
Initial commit of NVIDIA GPU Cloud TensorFlow Docker-based compute test.


Performance Metrics

Analyze Test Configuration:

NVIDIA GPU Cloud TensorFlow 18.09

Test: AlexNet, FP16

OpenBenchmarking.org metrics for this test profile configuration based on 277 public results since 7 October 2018 with the latest data as of 2 December 2019.

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

OpenBenchmarking.orgDistribution Of Public Results - Test: AlexNet, FP16277 Results Range From 1045 To 5476 Images Per Second104511341223131214011490157916681757184619352024211322022291238024692558264727362825291430033092318132703359344835373626371538043893398240714160424943384427451646054694478348724961505051395228531754065495306090120150

Based on OpenBenchmarking.org data, the selected test / test configuration (NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16) 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 BenchmarkTest: AlexNet, FP16Run-Time246810Min: 1 / Avg: 2.68 / Max: 4

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 252 Benchmark Results

Intel Core i5-8600 - ASUS ROG STRIX B360-G GAMING - Intel Cannon Lake PCH

Ubuntu 16.04 - 4.15.0-70-generic - Unity 7.4.5

2 Systems - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-arch1-1-ARCH - X Server 1.20.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-arch1-1-ARCH - X Server 1.20.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-zen1-1-zen - X Server 1.20.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-zen1-1-zen - X Server 1.20.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.6-arch1-1-ARCH - KDE Plasma 5.16.5

1 System - 10 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG STRIX X570-E GAMING - AMD Starship

Arch rolling - 5.3.6-arch1-1-ARCH - Cinnamon 4.2.4

12 Systems - 59 Benchmark Results

Intel Core i9-9900K - EVOC P7xxTM1 powered by premamod - Intel 8th Gen Core 8-core Desktop

Ubuntu 18.04 - 5.2.9 - GNOME Shell 3.28.4

11 Systems - 59 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.19.5-041905-generic - GNOME Shell 3.28.3

8 Systems - 1161 Benchmark Results

AMD Ryzen Threadripper 1920X 12-Core - ASRock X399 Phantom Gaming 6 - AMD 17h

Ubuntu 18.04 - 4.18.0-25-generic - GNOME Shell 3.28.4

18 Systems - 1176 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.20.0-042000-generic - GNOME Shell 3.28.3

17 Systems - 50 Benchmark Results

AMD Ryzen Threadripper 1920X 12-Core - ASRock X399 Phantom Gaming 6 - AMD 17h

Ubuntu 18.04 - 4.18.0-25-generic - GNOME Shell 3.28.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

17 Systems - 50 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.20.0-042000-generic - GNOME Shell 3.28.3

1 System - 44 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD Family 17h

Ubuntu 18.04 - 4.18.0-041800-generic - GNOME Shell 3.28.3

10 Systems - 59 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.19.5-041905-generic - GNOME Shell 3.28.3

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-zen1-1-zen - X Server 1.20.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.6-arch1-1-ARCH - KDE Plasma 5.16.5

1 System - 10 Benchmark Results

2 x Intel Xeon E5-2620 v4 - Supermicro X10DRG-O - Intel Xeon E7 v4

Arch rolling - 5.3.7-zen1-1-zen - X Server 1.20.5

11 Systems - 59 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.19.5-041905-generic - GNOME Shell 3.28.3

16 Systems - 50 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.20.0-042000-generic - GNOME Shell 3.28.3

12 Systems - 59 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.19.5-041905-generic - GNOME Shell 3.28.3

13 Systems - 42 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.04 - 4.19.5-041905-generic - GNOME Shell 3.28.3

Find More Test Results