OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models.

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

Project Site

github.com

Test Created

7 October 2020

Last Updated

19 November 2020

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

16 Minutes, 38 Seconds

Average Run Time

4 Minutes, 26 Seconds

Test Dependencies

Python + C/C++ Compiler Toolchain + CMake

Accolades

5k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsOpenVINO Popularity Statisticspts/openvino2020.102020.112020.122021.015001000150020002500
* 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 Wed, 27 Jan 2021 09:47:42 GMT.
Age Gender Recognition Retail 0013 FP3217.8%Age Gender Recognition Retail 0013 FP1617.7%Person Detection 0106 FP1616.2%Face Detection 0106 FP3216.0%Face Detection 0106 FP1616.0%Person Detection 0106 FP3216.2%Model Option PopularityOpenBenchmarking.org

Revision History

pts/openvino-1.0.4   [View Source]   Thu, 19 Nov 2020 13:48:10 GMT
Fix for running OpenVINO on AArch64.

pts/openvino-1.0.3   [View Source]   Thu, 08 Oct 2020 18:19:27 GMT
Expose Intel GPU option that works on Intel GPU setups having their GPU compute stack installed at OpenVINO build time.

pts/openvino-1.0.2   [View Source]   Wed, 07 Oct 2020 20:43:13 GMT
Add python2 as a system dependency - still needed for OpenVINO, yuck.

pts/openvino-1.0.1   [View Source]   Wed, 07 Oct 2020 18:36:20 GMT
Ensure OpenCV gets included as a system dependency.

pts/openvino-1.0.0   [View Source]   Wed, 07 Oct 2020 16:55:46 GMT
Initial commit of OpenVINO benchmark.

Suites Using This Test

Multi-Core

Machine Learning

Intel oneAPI

Creator Workloads

HPC - High Performance Computing


Performance Metrics

Analyze Test Configuration:

OpenVINO 2021.1

Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPU

OpenBenchmarking.org metrics for this test profile configuration based on 39 public results since 8 October 2020 with the latest data as of 27 October 2020.

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

OpenBenchmarking.orgDistribution Of Public Results - Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPU39 Results Range From 888 To 2484 FPS88892896810081048108811281168120812481288132813681408144814881528156816081648168817281768180818481888192819682008204820882128216822082248228823282368240824482488510152025

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenVINO 2021.1 - Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPU) 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 BenchmarkModel: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPURun-Time246810Min: 3 / Avg: 3.53 / Max: 4

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.9%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsModel: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPUDeviation246810Min: 1 / Avg: 1.03 / Max: 2

Recent Test Results

OpenBenchmarking.org Results Compare

3 Systems - 30 Benchmark Results

Intel Core i5-6500 - Gigabyte Z170M-D3H-CF - Intel Xeon E3-1200 v5

Ubuntu 20.04 - 5.9.0-050900rc7daily20200929-generic - GNOME Shell 3.36.4

1 System - 16 Benchmark Results

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

Ubuntu 20.04 - 5.9.1-050901-generic - GNOME Shell 3.36.4

4 Systems - 7 Benchmark Results

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

Ubuntu 20.04 - 5.9.1-050901-generic - GNOME Shell 3.36.4

3 Systems - 7 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

2 Systems - 7 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

1 System - 16 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

1 System - 7 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

1 System - 16 Benchmark Results

Intel Core i9-9900 - ASUS TUF Z390-PLUS GAMING - Intel Cannon Lake PCH

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

3 Systems - 39 Benchmark Results

Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core

Ubuntu 20.04 - 5.9.0-050900rc6daily20200923-generic - GNOME Shell 3.36.4

3 Systems - 4 Benchmark Results

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

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4

3 Systems - 16 Benchmark Results

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

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4

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