oneDNN
This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the oneAPI initiative.
Learn more about this test at the upstream project site: github.com.
This utility test is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 17 June 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark onednn.
This test has an average install time of 6 minutes, 26 seconds and an average run-time of 2 minutes, 7 seconds.
Performance Metrics
Analyze Test Configuration: oneDNN 1.5
Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU
OpenBenchmarking.org metrics for this test profile configuration based on 330 public samples since 17 June 2020 with the latest data as of 16 September 2020.
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.
Revision History
pts/onednn-1.5.0 17 Jun 2020 16:26 EDT
Initial commit of oneDNN test profile based on Intel oneDNN 1.5, forked from existing mkl-dnn test profile that is named from MKL-DNN before it was renamed to DNNL and then oneDNN. So create new test profile to match Intel naming convention.
Recent Test Results
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1 System - 48 Benchmark Results |
2 x AMD EPYC 7272 12-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
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7 Systems - 84 Benchmark Results |
AMD EPYC 7302P 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
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1 System - 290 Benchmark Results |
Intel Xeon E5-1680 v3 - ASUS X99-A - Intel Xeon E7 v3 Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.3 |
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1 System - 180 Benchmark Results |
AMD Ryzen 3 2200G - ASRock A320M-ITX - AMD Raven Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4 |
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1 System - 36 Benchmark Results |
Intel Core i7-3770K - ECS Z77H2-A2X v1.0 - Intel Xeon E3-1200 v2 Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.3 |
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1 System - 107 Benchmark Results |
Intel Xeon W3690 - Gigabyte EX58-EXTREME - Intel 5520 Ubuntu 20.04 - 5.4.0-47-generic - KDE Plasma 5.18.5 |
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Featured Disk Comparison |
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1 System - 45 Benchmark Results |
Intel Core i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core Clear Linux OS 32480 - 5.5.6-914.native - GNOME Shell 3.34.3 |
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1 System - 64 Benchmark Results |
AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD 17h Ubuntu 19.04 - 5.5.0-rc7-phx-k10temp6 - GNOME Shell 3.32.2 |
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1 System - 20 Benchmark Results |
2 x Intel Xeon Gold 5220R - Supermicro X11DPG-QT - Intel Sky Lake-E DMI3 Registers ManjaroLinux 20.1 - 5.4.60-2-MANJARO - X Server 1.20.8 |
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1 System - 34 Benchmark Results |
16 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4 |
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1 System - 29 Benchmark Results |
8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX openSUSE Leap 15.2 - 5.3.18-lp152.36-default - GNOME Shell 3.34.5 |
Most Popular Test Results
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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 |
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3 Systems - 173 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.04 - 5.4.0-37-generic - GNOME Shell 3.36.2 |
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6 Systems - 733 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |
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Featured Kernel Comparison |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.10 - 5.8.0-050800daily20200628-generic - GNOME Shell 3.36.3 |
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6 Systems - 136 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers openSUSE Tumbleweed 20200727 - 5.7.9-1-default - KDE Plasma 5.19.3 |
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1 System - 326 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3 |
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4 Systems - 116 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-050800daily20200713-generic - GNOME Shell 3.36.3 |
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1 System - 149 Benchmark Results |
2 x AMD EPYC 7742 64-Core - AMD DAYTONA_X - AMD Device 1480 Ubuntu 19.04 - 5.0.0-13-generic - GNOME Shell 3.32.0 |
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Featured Kernel Comparison |
AMD Ryzen 9 3900X 12-Core - MSI MPG X570 GAMING PLUS - AMD Starship Debian testing - 5.7.10-xanmod1 - X Server 1.20.8 |
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1 System - 215 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.04 - 5.4.0-37-generic - GNOME Shell 3.36.2 |
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10 Systems - 130 Benchmark Results |
Intel Xeon Gold 5220R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 5.3.0-40-generic - GNOME Shell 3.28.4 |
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5 Systems - 521 Benchmark Results |
Intel Xeon Gold 5217 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |