Xeon Gold 6226R NYE

Intel Xeon Gold 6226R testing with a Supermicro X11SPL-F v1.02 (3.1 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012318-HA-XEONGOLD694
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

Audio Encoding 4 Tests
CPU Massive 2 Tests
Creator Workloads 5 Tests
Encoding 4 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
1
December 31 2020
  1 Hour, 25 Minutes
2
December 31 2020
  1 Hour, 7 Minutes
3
December 31 2020
  1 Hour, 7 Minutes
Invert Hiding All Results Option
  1 Hour, 13 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


Xeon Gold 6226R NYEProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution123Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)Supermicro X11SPL-F v1.02 (3.1 BIOS)Intel Sky Lake-E DMI3 Registers188GB3841GB Micron_9300_MTFDHAL3T8TDPllvmpipeVE2282 x Intel I210Ubuntu 20.045.9.0-050900rc6daily20200921-generic (x86_64) 20200920GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.83.3 Mesa 20.0.8 (LLVM 10.0.0 256 bits)GCC 9.3.0ext41920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

123Result OverviewPhoronix Test Suite100%100%100%101%101%Ogg Audio EncodingCryptsetupOpus Codec EncodingMonkey Audio EncodingUnpacking FirefoxWavPack Audio EncodingoneDNN

Xeon Gold 6226R NYEonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUencode-ape: WAV To APEencode-ogg: WAV To Oggencode-opus: WAV To Opus Encodecryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptionencode-wavpack: WAV To WavPackunpack-firefox: firefox-84.0.source.tar.xz1232.359693.151560.4972291.241125.607282.584934.341602.822853.206104.154600.5263210.8463951647.42921.5941642.209.4115211.296112.5192943.8650.9748421644.88921.2620.4798202.0548917.52323.18410.20415345156597653286.43276.0734.5724.1400.1404.32736.82745.1738.1724.1401.5404.216.75122.3752.359893.153070.4975311.252045.616572.628274.335552.753073.202744.204900.5264910.8438761644.10921.9051642.809.4265111.286712.5365922.1260.9748281645.88921.3500.4797112.0571117.56823.07710.16615352656619883322.73349.6736.9723.9401.5404.72774.52777.5737.1724.1401.4404.316.77722.4302.354033.155770.4965901.248045.614332.612434.302052.754343.212014.209020.5271500.8520701646.43920.9091645.629.4188911.299112.5183922.6220.9771891644.24923.2600.4867592.0530717.52923.26810.19015300346630963316.33306.4737.2724.1401.8404.52745.82746.2737.1723.4401.6404.516.74122.379OpenBenchmarking.org

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 Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU1230.5311.0621.5932.1242.655SE +/- 0.01846, N = 3SE +/- 0.00285, N = 3SE +/- 0.00586, N = 32.359692.359892.35403MIN: 2.26MIN: 2.24MIN: 2.261. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU123246810Min: 2.33 / Avg: 2.36 / Max: 2.4Min: 2.35 / Avg: 2.36 / Max: 2.36Min: 2.34 / Avg: 2.35 / Max: 2.361. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU1230.711.422.132.843.55SE +/- 0.01543, N = 3SE +/- 0.00501, N = 3SE +/- 0.01822, N = 33.151563.153073.15577MIN: 3.09MIN: 3.1MIN: 3.091. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU123246810Min: 3.12 / Avg: 3.15 / Max: 3.17Min: 3.14 / Avg: 3.15 / Max: 3.16Min: 3.12 / Avg: 3.16 / Max: 3.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU1230.11190.22380.33570.44760.5595SE +/- 0.001246, N = 3SE +/- 0.000579, N = 3SE +/- 0.000622, N = 30.4972290.4975310.496590MIN: 0.47MIN: 0.47MIN: 0.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU123246810Min: 0.5 / Avg: 0.5 / Max: 0.5Min: 0.5 / Avg: 0.5 / Max: 0.5Min: 0.5 / Avg: 0.5 / Max: 0.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU1230.28170.56340.84511.12681.4085SE +/- 0.00260, N = 3SE +/- 0.00280, N = 3SE +/- 0.00230, N = 31.241121.252041.24804MIN: 1.2MIN: 1.21MIN: 1.21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU123246810Min: 1.24 / Avg: 1.24 / Max: 1.24Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.24 / Avg: 1.25 / Max: 1.251. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU1231.26372.52743.79115.05486.3185SE +/- 0.00485, N = 3SE +/- 0.01612, N = 3SE +/- 0.01572, N = 35.607285.616575.61433MIN: 5.46MIN: 5.49MIN: 5.491. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU123246810Min: 5.6 / Avg: 5.61 / Max: 5.61Min: 5.59 / Avg: 5.62 / Max: 5.64Min: 5.59 / Avg: 5.61 / Max: 5.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU1230.59141.18281.77422.36562.957SE +/- 0.00691, N = 3SE +/- 0.00907, N = 3SE +/- 0.00398, N = 32.584932.628272.61243MIN: 2.53MIN: 2.58MIN: 2.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU123246810Min: 2.57 / Avg: 2.58 / Max: 2.6Min: 2.61 / Avg: 2.63 / Max: 2.64Min: 2.6 / Avg: 2.61 / Max: 2.621. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU1230.97691.95382.93073.90764.8845SE +/- 0.01035, N = 3SE +/- 0.01109, N = 3SE +/- 0.00679, N = 34.341604.335554.30205MIN: 4.26MIN: 4.27MIN: 4.241. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU123246810Min: 4.33 / Avg: 4.34 / Max: 4.36Min: 4.32 / Avg: 4.34 / Max: 4.36Min: 4.29 / Avg: 4.3 / Max: 4.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU1230.63511.27021.90532.54043.1755SE +/- 0.06372, N = 15SE +/- 0.00156, N = 3SE +/- 0.00783, N = 32.822852.753072.75434MIN: 2.68MIN: 2.68MIN: 2.681. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU123246810Min: 2.75 / Avg: 2.82 / Max: 3.71Min: 2.75 / Avg: 2.75 / Max: 2.76Min: 2.74 / Avg: 2.75 / Max: 2.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU1230.72271.44542.16812.89083.6135SE +/- 0.00331, N = 3SE +/- 0.00161, N = 3SE +/- 0.01497, N = 33.206103.202743.21201MIN: 3.16MIN: 3.16MIN: 3.151. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU123246810Min: 3.2 / Avg: 3.21 / Max: 3.21Min: 3.2 / Avg: 3.2 / Max: 3.21Min: 3.18 / Avg: 3.21 / Max: 3.231. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU1230.9471.8942.8413.7884.735SE +/- 0.00913, N = 3SE +/- 0.01253, N = 3SE +/- 0.00743, N = 34.154604.204904.20902MIN: 4.1MIN: 4.15MIN: 4.141. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU123246810Min: 4.14 / Avg: 4.15 / Max: 4.17Min: 4.19 / Avg: 4.2 / Max: 4.23Min: 4.2 / Avg: 4.21 / Max: 4.221. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU1230.11860.23720.35580.47440.593SE +/- 0.000330, N = 3SE +/- 0.000863, N = 3SE +/- 0.001232, N = 30.5263210.5264910.527150MIN: 0.51MIN: 0.51MIN: 0.511. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU123246810Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.52 / Avg: 0.53 / Max: 0.53Min: 0.53 / Avg: 0.53 / Max: 0.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU1230.19170.38340.57510.76680.9585SE +/- 0.006312, N = 3SE +/- 0.003159, N = 3SE +/- 0.002354, N = 30.8463950.8438760.852070MIN: 0.82MIN: 0.83MIN: 0.831. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU123246810Min: 0.84 / Avg: 0.85 / Max: 0.86Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.85 / Avg: 0.85 / Max: 0.861. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU123400800120016002000SE +/- 2.60, N = 3SE +/- 0.64, N = 3SE +/- 1.72, N = 31647.421644.101646.43MIN: 1639.54MIN: 1638.04MIN: 1640.381. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU12330060090012001500Min: 1642.23 / Avg: 1647.42 / Max: 1650.14Min: 1643.29 / Avg: 1644.1 / Max: 1645.36Min: 1643.09 / Avg: 1646.43 / Max: 1648.811. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU1232004006008001000SE +/- 1.25, N = 3SE +/- 0.75, N = 3SE +/- 0.09, N = 3921.59921.91920.91MIN: 917.08MIN: 918.27MIN: 917.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU123160320480640800Min: 919.32 / Avg: 921.59 / Max: 923.64Min: 920.54 / Avg: 921.91 / Max: 923.12Min: 920.74 / Avg: 920.91 / Max: 921.041. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU123400800120016002000SE +/- 1.04, N = 3SE +/- 1.51, N = 3SE +/- 0.67, N = 31642.201642.801645.62MIN: 1637.92MIN: 1636.45MIN: 1641.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU12330060090012001500Min: 1640.43 / Avg: 1642.2 / Max: 1644.02Min: 1640.36 / Avg: 1642.8 / Max: 1645.56Min: 1644.29 / Avg: 1645.62 / Max: 1646.491. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU1233691215SE +/- 0.01094, N = 3SE +/- 0.00229, N = 3SE +/- 0.02373, N = 39.411529.426519.41889MIN: 9.06MIN: 9.05MIN: 9.081. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU1233691215Min: 9.39 / Avg: 9.41 / Max: 9.43Min: 9.42 / Avg: 9.43 / Max: 9.43Min: 9.38 / Avg: 9.42 / Max: 9.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU1233691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.3011.2911.30MIN: 11.16MIN: 11.17MIN: 11.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU1233691215Min: 11.28 / Avg: 11.3 / Max: 11.31Min: 11.27 / Avg: 11.29 / Max: 11.3Min: 11.28 / Avg: 11.3 / Max: 11.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU1233691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 312.5212.5412.52MIN: 12.36MIN: 12.4MIN: 12.391. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU12348121620Min: 12.51 / Avg: 12.52 / Max: 12.53Min: 12.52 / Avg: 12.54 / Max: 12.55Min: 12.51 / Avg: 12.52 / Max: 12.521. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU1232004006008001000SE +/- 21.35, N = 15SE +/- 0.63, N = 3SE +/- 0.48, N = 3943.87922.13922.62MIN: 917.15MIN: 918.36MIN: 919.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU123170340510680850Min: 919.35 / Avg: 943.87 / Max: 1242.7Min: 921.15 / Avg: 922.13 / Max: 923.3Min: 921.8 / Avg: 922.62 / Max: 923.481. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU1230.21990.43980.65970.87961.0995SE +/- 0.001881, N = 3SE +/- 0.003059, N = 3SE +/- 0.001944, N = 30.9748420.9748280.977189MIN: 0.94MIN: 0.94MIN: 0.941. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU123246810Min: 0.97 / Avg: 0.97 / Max: 0.98Min: 0.97 / Avg: 0.97 / Max: 0.98Min: 0.97 / Avg: 0.98 / Max: 0.981. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU123400800120016002000SE +/- 0.83, N = 3SE +/- 0.50, N = 3SE +/- 0.39, N = 31644.881645.881644.24MIN: 1639.56MIN: 1640.5MIN: 1640.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU12330060090012001500Min: 1643.34 / Avg: 1644.88 / Max: 1646.17Min: 1644.88 / Avg: 1645.88 / Max: 1646.46Min: 1643.51 / Avg: 1644.24 / Max: 1644.841. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU1232004006008001000SE +/- 0.38, N = 3SE +/- 0.36, N = 3SE +/- 0.15, N = 3921.26921.35923.26MIN: 918.33MIN: 917.78MIN: 920.141. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU123160320480640800Min: 920.88 / Avg: 921.26 / Max: 922.03Min: 920.95 / Avg: 921.35 / Max: 922.07Min: 923.05 / Avg: 923.26 / Max: 923.551. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU1230.10950.2190.32850.4380.5475SE +/- 0.005200, N = 3SE +/- 0.005572, N = 3SE +/- 0.005940, N = 30.4798200.4797110.486759MIN: 0.46MIN: 0.46MIN: 0.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU123246810Min: 0.47 / Avg: 0.48 / Max: 0.49Min: 0.47 / Avg: 0.48 / Max: 0.49Min: 0.48 / Avg: 0.49 / Max: 0.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU1230.46280.92561.38841.85122.314SE +/- 0.00242, N = 3SE +/- 0.00320, N = 3SE +/- 0.00588, N = 32.054892.057112.05307MIN: 1.98MIN: 1.97MIN: 1.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU123246810Min: 2.05 / Avg: 2.05 / Max: 2.06Min: 2.05 / Avg: 2.06 / Max: 2.06Min: 2.04 / Avg: 2.05 / Max: 2.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE12348121620SE +/- 0.03, N = 5SE +/- 0.02, N = 5SE +/- 0.01, N = 517.5217.5717.531. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE12348121620Min: 17.47 / Avg: 17.52 / Max: 17.63Min: 17.53 / Avg: 17.57 / Max: 17.63Min: 17.5 / Avg: 17.53 / Max: 17.581. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Ogg Audio Encoding

This test times how long it takes to encode a sample WAV file to Ogg format using the reference Xiph.org tools/libraries. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOgg Audio Encoding 1.3.4WAV To Ogg123612182430SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 323.1823.0823.271. (CC) gcc options: -O2 -ffast-math -fsigned-char
OpenBenchmarking.orgSeconds, Fewer Is BetterOgg Audio Encoding 1.3.4WAV To Ogg123510152025Min: 23.07 / Avg: 23.18 / Max: 23.27Min: 23.06 / Avg: 23.08 / Max: 23.1Min: 23.07 / Avg: 23.27 / Max: 23.431. (CC) gcc options: -O2 -ffast-math -fsigned-char

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode1233691215SE +/- 0.03, N = 5SE +/- 0.01, N = 5SE +/- 0.03, N = 510.2010.1710.191. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode1233691215Min: 10.15 / Avg: 10.2 / Max: 10.34Min: 10.15 / Avg: 10.17 / Max: 10.18Min: 10.14 / Avg: 10.19 / Max: 10.321. (CXX) g++ options: -fvisibility=hidden -logg -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512123300K600K900K1200K1500KSE +/- 3260.58, N = 3SE +/- 3427.22, N = 3SE +/- 2970.67, N = 3153451515352651530034
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512123300K600K900K1200K1500KMin: 1528536 / Avg: 1534515 / Max: 1539759Min: 1528536 / Avg: 1535265.33 / Max: 1539759Min: 1524093 / Avg: 1530034.33 / Max: 1533005

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpool123140K280K420K560K700KSE +/- 1544.07, N = 3SE +/- 1736.75, N = 3SE +/- 558.67, N = 3659765661988663096
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpool123110K220K330K440K550KMin: 657826 / Avg: 659765 / Max: 662816Min: 658653 / Avg: 661988.33 / Max: 664496Min: 661979 / Avg: 663096.33 / Max: 663655

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Encryption1237001400210028003500SE +/- 10.88, N = 3SE +/- 7.69, N = 3SE +/- 16.74, N = 33286.43322.73316.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Encryption1236001200180024003000Min: 3273.3 / Avg: 3286.4 / Max: 3308Min: 3311.7 / Avg: 3322.67 / Max: 3337.5Min: 3294.5 / Avg: 3316.3 / Max: 3349.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Decryption1237001400210028003500SE +/- 8.32, N = 3SE +/- 6.39, N = 3SE +/- 18.35, N = 33276.03349.63306.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Decryption1236001200180024003000Min: 3267.1 / Avg: 3275.97 / Max: 3292.6Min: 3337.6 / Avg: 3349.63 / Max: 3359.4Min: 3284.2 / Avg: 3306.4 / Max: 3342.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Encryption123160320480640800SE +/- 2.99, N = 3SE +/- 0.38, N = 3SE +/- 0.56, N = 3734.5736.9737.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Encryption123130260390520650Min: 728.6 / Avg: 734.53 / Max: 738.1Min: 736.3 / Avg: 736.87 / Max: 737.6Min: 736.5 / Avg: 737.2 / Max: 738.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Decryption123160320480640800SE +/- 0.55, N = 3SE +/- 0.51, N = 3SE +/- 0.82, N = 3724.1723.9724.1
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Decryption123130260390520650Min: 723.2 / Avg: 724.1 / Max: 725.1Min: 722.9 / Avg: 723.9 / Max: 724.6Min: 722.6 / Avg: 724.13 / Max: 725.4

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Encryption12390180270360450SE +/- 1.89, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 3400.1401.5401.8
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Encryption12370140210280350Min: 396.3 / Avg: 400.07 / Max: 402.3Min: 401.2 / Avg: 401.5 / Max: 401.9Min: 401.6 / Avg: 401.8 / Max: 402.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Decryption12390180270360450SE +/- 0.34, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3404.3404.7404.5
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Decryption12370140210280350Min: 403.9 / Avg: 404.33 / Max: 405Min: 404.5 / Avg: 404.7 / Max: 405Min: 404 / Avg: 404.53 / Max: 404.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Encryption1236001200180024003000SE +/- 17.64, N = 3SE +/- 3.47, N = 3SE +/- 14.45, N = 32736.82774.52745.8
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Encryption1235001000150020002500Min: 2704.9 / Avg: 2736.77 / Max: 2765.8Min: 2768.4 / Avg: 2774.5 / Max: 2780.4Min: 2727.5 / Avg: 2745.77 / Max: 2774.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Decryption1236001200180024003000SE +/- 7.08, N = 3SE +/- 5.88, N = 3SE +/- 14.24, N = 32745.12777.52746.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Decryption1235001000150020002500Min: 2733.3 / Avg: 2745.13 / Max: 2757.8Min: 2767.8 / Avg: 2777.5 / Max: 2788.1Min: 2721.9 / Avg: 2746.23 / Max: 2771.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Encryption123160320480640800SE +/- 0.50, N = 2SE +/- 0.44, N = 3SE +/- 0.20, N = 3738.1737.1737.1
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Encryption123130260390520650Min: 737.6 / Avg: 738.1 / Max: 738.6Min: 736.2 / Avg: 737.07 / Max: 737.6Min: 736.8 / Avg: 737.13 / Max: 737.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Decryption123160320480640800SE +/- 1.07, N = 3SE +/- 0.62, N = 3SE +/- 0.80, N = 3724.1724.1723.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Decryption123130260390520650Min: 722.9 / Avg: 724.07 / Max: 726.2Min: 723.2 / Avg: 724.1 / Max: 725.3Min: 721.8 / Avg: 723.4 / Max: 724.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Encryption12390180270360450SE +/- 0.30, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3401.5401.4401.6
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Encryption12370140210280350Min: 400.9 / Avg: 401.47 / Max: 401.9Min: 401 / Avg: 401.43 / Max: 401.8Min: 401.2 / Avg: 401.57 / Max: 402

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Decryption12390180270360450SE +/- 0.15, N = 2SE +/- 0.35, N = 2SE +/- 0.35, N = 2404.2404.3404.5
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Decryption12370140210280350Min: 404 / Avg: 404.15 / Max: 404.3Min: 403.9 / Avg: 404.25 / Max: 404.6Min: 404.1 / Avg: 404.45 / Max: 404.8

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack12348121620SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 516.7516.7816.741. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack12348121620Min: 16.71 / Avg: 16.75 / Max: 16.81Min: 16.72 / Avg: 16.78 / Max: 16.8Min: 16.72 / Avg: 16.74 / Max: 16.751. (CXX) g++ options: -rdynamic

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xz123510152025SE +/- 0.03, N = 4SE +/- 0.03, N = 4SE +/- 0.12, N = 422.3822.4322.38
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xz123510152025Min: 22.31 / Avg: 22.37 / Max: 22.47Min: 22.36 / Avg: 22.43 / Max: 22.51Min: 22.13 / Avg: 22.38 / Max: 22.69

43 Results Shown

oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
Monkey Audio Encoding
Ogg Audio Encoding
Opus Codec Encoding
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption
WavPack Audio Encoding
Unpacking Firefox