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.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark onednn.
Project Site
github.comTest Created
17 June 2020Last Updated
20 December 2020Test Maintainer
Michael LarabelTest Type
ProcessorAverage Install Time
9 Minutes, 3 SecondsAverage Run Time
2 Minutes, 2 SecondsAccolades
5k+ DownloadsSupported Platforms
Data current as of Tue, 19 Jan 2021 15:40:39 GMT.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:oneDNN 2.0
Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU
OpenBenchmarking.org metrics for this test profile configuration based on 390 public results since 9 December 2020 with the latest data as of 19 January 2021.
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.
Based on OpenBenchmarking.org data, the selected test / test configuration (oneDNN 2.0 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU) has an average run-time of 7 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.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.6%.
Recent Test Results
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3 Systems - 191 Benchmark Results |
AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
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4 Systems - 104 Benchmark Results |
AMD Ryzen 5 2400G - MSI B350M GAMING PRO - AMD Raven Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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4 Systems - 61 Benchmark Results |
Intel Core i9-7960X - MSI X299 SLI PLUS - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-58-generic - X Server 1.20.8 |
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3 Systems - 113 Benchmark Results |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-36-generic - GNOME Shell 3.38.1 |
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Featured Graphics Comparison |
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3 Systems - 253 Benchmark Results |
Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH Ubuntu 20.04 - 5.6.0-1034-oem - GNOME Shell 3.36.4 |
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4 Systems - 210 Benchmark Results |
POWER9 - PowerNV T2P9D01 REV 1.01 - 64GB Ubuntu 20.10 - 5.9.10-050910-generic - X Server |
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Featured Graphics Comparison |
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2 Systems - 183 Benchmark Results |
AMD FX-8370 Eight-Core - MSI 970 GAMING - AMD RD9x0 Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1 |
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3 Systems - 313 Benchmark Results |
Intel Core i7-5960X - ASRock X99 Extreme3 - Intel Xeon E7 v3 Ubuntu 20.04 - 5.4.0-58-generic - GNOME Shell 3.36.4 |
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2 Systems - 85 Benchmark Results |
Intel Core i7-10510U - LENOVO 20U9CTO1WW - Intel Comet Lake PCH-LP Fedora 33 - 5.9.16-200.fc33.x86_64 - KDE Plasma 5.20.4 |
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3 Systems - 44 Benchmark Results |
Intel Xeon E3-1231 v3 - Gigabyte H81M-S1 - Intel Xeon E3-1200 v3 DRAM Debian 10 - 4.19.0-13-amd64 - X Server 1.20.4 |
Most Popular Test Results
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3 Systems - 191 Benchmark Results |
AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
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3 Systems - 19 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.10 - 5.8.0-7625-generic - GNOME Shell 3.38.1 |
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Featured Kernel Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1 |
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4 Systems - 35 Benchmark Results |
VirtualApple - Apple Mac mini - 8GB macOS 11.0.1 - 20.1.0 - OpenCL 1.2 |
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Featured Kernel Comparison |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.10.2-051002-generic - GNOME Shell 3.38.1 |
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3 Systems - 148 Benchmark Results |
Intel Core i7-4790K - Gigabyte Z97-HD3P - Intel 4th Gen Core DRAM Ubuntu 19.10 - 5.9.0-050900rc8daily20201009-generic - GNOME Shell 3.34.1 |
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3 Systems - 124 Benchmark Results |
Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH Ubuntu 20.04 - 5.9.0-050900rc8daily20201005-generic - GNOME Shell 3.36.2 |
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Featured Kernel Comparison |
AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.10 - 5.10.2-051002-generic - GNOME Shell 3.38.1 |
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4 Systems - 61 Benchmark Results |
Intel Core i9-7960X - MSI X299 SLI PLUS - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-58-generic - X Server 1.20.8 |
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3 Systems - 84 Benchmark Results |
Intel Xeon E3-1260L v5 - ASRock E3V5 WS - Intel Xeon E3-1200 v5 Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.1 |
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2 Systems - 85 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |
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4 Systems - 104 Benchmark Results |
AMD Ryzen 5 2400G - MSI B350M GAMING PRO - AMD Raven Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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