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 Intel oneAPI initiative.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark onednn.
OpenBenchmarking.org metrics for this test profile configuration based on 496 public results since 9 December 2020 with the latest data as of 4 March 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 0.7%.
Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.
This test profile binary relies on the shared libraries libdnnl.so.2, libpthread.so.0, libm.so.6, libgomp.so.1, libc.so.6, libdl.so.2.
5 Systems - 42 Benchmark Results |
Ampere eMAG ARMv8 - AmpereComputing OSPREY - Applied Micro Circuits X-Gene Ubuntu 20.04 - 5.7.0-050700-generic - GNOME Shell 3.36.3 |
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1 System - 144 Benchmark Results |
Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2 |
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1 System - 2393 Benchmark Results |
AMD Ryzen 7 PRO 4750G - ASRock A520M-ITX/ac - AMD Renoir Root Complex Gentoo - 5.10.16 - amd |
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5 Systems - 131 Benchmark Results |
Intel Core i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc8daily20201009-generic - GNOME Shell 3.36.4 |
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2 Systems - 151 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2 |
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1 System - 2388 Benchmark Results |
AMD Ryzen 7 PRO 4750G - ASRock A520M-ITX/ac - AMD Renoir Root Complex Gentoo - 5.10.16 - amd |
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1 System - 2326 Benchmark Results |
AMD Ryzen 7 PRO 4750G - ASRock A520M-ITX/ac - AMD Renoir Root Complex Gentoo - 5.10.15 - GCC 10.2.0 + Clang 11.0.0 + LLVM 11.0.0 |
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1 System - 158 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - MSI A520M-A PRO - AMD Starship Fedora 33 - 5.10.14-200.fc33.x86_64 - Clang 11.0.0 |
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1 System - 2276 Benchmark Results |
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1 System - 167 Benchmark Results
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AMD Ryzen Threadripper 2950X 16-Core - ASRock X399 Professional Gaming - AMD 17h Ubuntu 16.04 - 4.19.174-custom - X Server 1.19.6
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1 System - 143 Benchmark Results
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2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 19.04 - 5.0.0-38-generic - GNOME Shell 3.32.2
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6 Systems - 143 Benchmark Results
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AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-7.1-liquorix-amd64 - GNOME Shell 3.38.1 |
5 Systems - 42 Benchmark Results |
Ampere eMAG ARMv8 - AmpereComputing OSPREY - Applied Micro Circuits X-Gene Ubuntu 20.04 - 5.7.0-050700-generic - GNOME Shell 3.36.3 |
3 Systems - 74 Benchmark Results |
2 x AMD EPYC 7601 32-Core - Dell 02MJ3T - AMD 17h Ubuntu 19.10 - 5.9.0-050900rc6daily20200922-generic - GNOME Shell 3.34.1 |
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 |
4 Systems - 80 Benchmark Results |
Intel Core i7-9750H - Notebook P95_96_97Ex Rx - Intel Cannon Lake PCH Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.4 |
3 Systems - 376 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.10.9-051009-generic - GNOME Shell 3.38.1 |
2 Systems - 220 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1 |
Featured Kernel Comparison |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1 |
Featured Kernel Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.2-051002-generic - GNOME Shell 3.38.1 |
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 |
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 |
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 |
4 Systems - 133 Benchmark Results |
Intel Xeon E3-1260L v5 - ASRock E3V5 WS - Intel Xeon E3-1200 v5 Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1 |