Xeon Tests

Tests for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2010117-FI-XEONTESTS22&sor.

Xeon TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42162 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228OpenBenchmarking.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_pstate powersave - CPU Microcode: 0x500002cJava Details- OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)Python Details- + Python 3.8.2Security Details- itlb_multihit: KVM: Mitigation of Split huge pages + 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 + tsx_async_abort: Mitigation of TSX disabled

Xeon Testshpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bcloverleaf: Lagrangian-Eulerian Hydrodynamicsnamd: ATPase Simulation - 327,506 Atomslzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionsmhasher: wyhashmrbayes: Primate Phylogeny Analysislammps: Rhodopsin Proteindacapobench: Jythonrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRanknettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUjohn-the-ripper: Blowfishjohn-the-ripper: MD5mkl-dnn: IP Batch 1D - f32mkl-dnn: IP Batch All - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16dav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080poidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solverstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthbuild-gcc: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticnumpy: compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19deepspeech: CPUradiance: Serialradiance: SMP Parallelintel-mpi: IMB-P2P PingPongpgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writebasis: ETC1Sbasis: UASTC Level 3v-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templateappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerphpbench: PHP Benchmark Suitemlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: smhasher: wyhash2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 421625.6303100761.293768.663780.59108883.4058984.1850932.881.060.6033343711477411019341917261318.806134.92817.37848777414.6193662.76726257.00824540.7206159.211024.975489.152797.222359.139.8985132448210002.2300910.63484.086055.72791999.5444896.412.126802.69700122.7612479.281278.250.5608903112.3615.217735.97783917.5254.81907.229759.42591712.20115.75423152.41187.168177.89321.8470.8143.487.193.9555.563.9847.6210.4229.515333.446935.875732.330143.098337.14985.30249.209237.5727.974.444.463404.69086174235829855018511060.578146.43936.699286.78272.15111.072623.3367300.7310.449125.11863746.918230.56119650424.333333598798.57132434227.72490354.55427.9814027060.67165.9698.24260.56208.30110011316711.247.3180.64579788.856634189.45965363128377.4142.6917.922.3910.45813.352950787.791863.151966.6156744.8731197.2223346.561.281.1574544411807611949842817665118.815134.4839.53548347556.3293150.09622776.29521704.4856133.911020.093485.862779.781201.546.4092554725060004.499858.907954.610548.685901948.779696.923.364324.88966244.7454826.711920.740.8437096072.5729.917366.73527839.95108.16113.142816.82531433.4728.45325695.58369.287160.59274.9858.0523.263.702.1428.572.0627.035.3816.051417.660419.610517.795723.604220.34184.28533.088224.0118.412.322.483398.39745538167326432179391167.683151.90959.012430.42691.64118.984025.0080313.7610.355126.07801749.923242.51510276849.521739383120.69050945518.59351556.01846.70821886113.30328.81175.95456.47404.78111411416811.347.1284.27974158.77238162.86035362969068.1934.2417.822.2510.11214.909771842.343194.183283.3874255.6737089.0532682.140.960.70709457121277122410144018167322.678128.84815.31445476664.2542674.17521975.12220621.2296313.161051.111501.982867.483432.164.1154286440900002.394516.795093.231214.83170765.7455919.941.462321.9627994.19372846.121113.540.3710363716.9814.078026.83913497.4742.07586.553747.69605637.37411.29002935.99166.984199.08323.2065.4038.466.253.52503.4642.879.4926.280028.773032.247429.206138.310033.04906.03051.917265.4031.103.794.113510.20515962891312687620751063.705144.64340.898308.74174.11812.686322.0167330.338.203118.09377728.36123516653864.768116560887.76669653139.05777751.44630.6893471069.80198.25110.67287.80246.31107610916411.246.2197.649505103.833099123.97910364916467.3630.4517.191.679.12728.8542136046.536104.946284.65140090.3269175.1270893.410.690.3622644911687511249642817662322.677129.98624.78847116890.6063228.63326764.94123588.3976320.001051.936500.982868.693430.287.4818408478800001.639869.524663.110023.65964496.8163005.481.240291.1360849.84371517.44881.7830.3944551893.727.9291219.81431766.3523.17724.068474.35817320.0607.460501779.1586.5391221.31409.8885.1469.5212.056.5390.916.6771.4318.1845.612153.230457.487051.785368.424158.69457.03356.982233.1734.497.197.153514.6041061197157951338398961005.530142.69527.309221.51562.7767.8270621.5896321.829.137122.22468728.246226.07631821690.550725909916.49008624466.91122752.69419.8856433138.79100.4766.39187.33129.01107310916411.245.9154.98075268.618272193.4424164969363.3538.3517.191.829.39213.013848617.051621.481635.7848143.4930328.6522329.341.371.5116844611847411959643017665519.806147.7348.15850968286.1233477.33127198.08023703.0296164.791024.493489.512798.561002.097.0422140319126674.756969.309594.838758.82712363.0011821.33.994885.80420298.3005840.261699.690.9767307189.0339.998581.070510255.2131.08816.548421.42901874.4734.60316721.02484.594136.86265.4655.8818.873.011.7523.261.6822.224.3712.388214.416315.310413.852619.432116.76853.33927.193172.8215.801.741.883405.03589732424332365618171218.874156.29967.156501.218101.71622.486625.9635315.1411.122128.40692747.844241.8979066471.0434783322051.63118740894.89675658.47355.20916981149.39433.42229.28589.07531.98110111416711.147.2328.139133182.557972179.75150563245568.7837.4117.982.4610.28611.888346389.791545.501571.4946723.0128301.1321149.681.491.51721365973649988235314654222.131193.4667.81057688634.6913588.69222798.38225271.4335024.39837.612399.992291.69765.4917.8192042418933335.1665810.19305.5927510.90143129.9312300.35.310877.63646395.4416241.162201.041.273757457.8640.0192105.82610258.0171.42816.551621.47551875.2345.05026721.54484.895132.46232.3550.1014.712.341.4018.181.3117.943.4112.431611.382715.279613.882715.591113.49183.30926.460173.1812.851.771.882823.59536431174576350854961398.020177.77271.770531.152109.69923.612928.8979272.1211.430135.99744909.318299.7398923779.5507246313376.77991740373.30489467.46158.24617105149.02432.11229.71593.13531.39134213720415.457.5345.389961194.401843188.77675651569781.3640.7520.892.9712.03022004.0813.958156576.122044.242094.5358594.5031633.623859.791.271.1358644511827411939542917665325.134123.70210.32546096999.4972856.85027198.85621743.0196161.421024.992488.812795.492137.036.4512712625830004.413668.842334.538215.714391227.079374.602.231263.13006155.3684478.93983.9130.5286325864.2622.424342.22025709.1769.14319.9036212.32711042.3417.97353966.73269.991170.07307.7562.3222.693.682.0229.412.0225.485.5215.994316.809919.347217.422322.459819.32284.34034.636221.9522.012.352.513401.15713539776292446149251092.587139.12057.772433.19188.97718.612924.0874318.8710.330119.78717746.687242.00210620968.608695376860.31861546503.28304054.79044.94322074111.82321.53173.95453.22400.96110311516811.047.3276.768654155.228014156.60561463243161.8231.9617.921.939.92419429.8726.591077470.674005.263969.60106268.3358681.4249232.240.930.5823743711417211009141817260825.129124.25818.15048067231.0143405.41427972.99824522.2206157.491025.384489.422797.433912.307.1555348549776672.1897510.52394.117793.21281694.3244821.241.497241.7074981.14002377.91711.3890.3690602987.0811.607626.53632871.1136.37165.384026.29647527.01711.32822169.93137.734203.10358.6273.9542.277.093.7155.563.8845.4510.5628.960231.731834.691931.311740.432534.80305.43151.710256.9133.064.51834.323410.3839387520372983894514996.904133.44436.595279.68270.60810.665323.1916304.1610.206123.38702745.686233.04220467429.521739587882.23269937715.21627154.94727.2263474959.45163.3296.41257.01207.41110411316710.947.1177.66114884.844108185.35715463260174.6344.5317.772.0810.44919424.1123.157465509.982984.023144.7085606.5352832.4742220.941.000.76982359943639308034414250922.129194.50414.16158028583.0144199.41128596.10528045.9205061.60841.649401.132294.741497.7516.924102137640002.6669911.42154.826035.565001578.246329.943.065903.85512197.9143215.171364.260.7703003849.1320.516355.33615156.6987.54348.8691310.9379938.91023.70283600.95246.446159.60272.5559.5127.844.572.6334.482.5532.536.6223.267421.746828.203225.497128.973225.06784.21640.548206.4220.433.433.652817.67305360569696668958101268.815169.70445.315347.82786.32513.603127.3948262.7810.978133.01160907.757281.25117176230.536232501697.23823134916.03085265.64434.6322759278.72218.06125.35333.40272.72134313720415.457.5222.968514107.498089197.74044251996494.4550.1021.092.9912.54922011.20OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 328.8526.5925.6323.1614.9113.9613.3513.0111.891. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 78.84, N = 3SE +/- 42.06, N = 3SE +/- 86.40, N = 3SE +/- 52.95, N = 3SE +/- 124.40, N = 3SE +/- 27.55, N = 3SE +/- 44.99, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3136046.53100761.2977470.6771842.3465509.9856576.1250787.7948617.0546389.791. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 88.25, N = 3SE +/- 38.41, N = 3SE +/- 32.92, N = 3SE +/- 44.67, N = 3SE +/- 38.56, N = 4SE +/- 34.91, N = 3SE +/- 2.92, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 56104.944005.263768.663194.182984.022044.241863.151621.481545.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 148.86, N = 12SE +/- 124.07, N = 12SE +/- 54.90, N = 4SE +/- 46.76, N = 4SE +/- 2.84, N = 3SE +/- 8.86, N = 3SE +/- 6.98, N = 3SE +/- 4.92, N = 3SE +/- 6.21, N = 36284.653969.603780.593283.383144.702094.531966.611635.781571.491. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 188.25, N = 3SE +/- 135.16, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 82.95, N = 3SE +/- 30.22, N = 3SE +/- 45.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3140090.32108883.40106268.3385606.5374255.6758594.5056744.8748143.4946723.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 860.82, N = 5SE +/- 464.43, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 129.93, N = 3SE +/- 27.89, N = 3SE +/- 114.95, N = 3SE +/- 36.97, N = 3SE +/- 69.19, N = 369175.1258984.1858681.4252832.4737089.0531633.6031197.2230328.6528301.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 115.61, N = 3SE +/- 31.12, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 151.80, N = 3SE +/- 23.98, N = 3SE +/- 54.67, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 370893.4150932.8849232.2442220.9432682.1423859.7923346.5622329.3421149.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 42162 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.33530.67061.00591.34121.6765SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.690.930.961.001.061.271.281.371.491. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00133, N = 3SE +/- 0.00104, N = 3SE +/- 0.00612, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 30.362260.582370.603330.707090.769821.135861.157451.511681.51721

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 4216100200300400500SE +/- 0.58, N = 34574494464454444374373653591. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 312121184118211801168114711419739431. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionXeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 4216204060801007776757474747264631. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon Platinum 8280Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 312241195119411931124110111009989301. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 421620406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 310198969695939182801. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 4216100200300400500SE +/- 0.33, N = 34404304294284284194183533441. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 31811761761761761721721461421. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 4216150300450600750SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 5.03, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 36736556536516236136085425091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 6226R612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 318.8118.8219.8122.1322.1322.6822.6825.1325.131. (CXX) g++ options: -march=native -O3 -lpthread

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.67, N = 3123.70124.26128.85129.99134.48134.93147.73193.47194.501. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.251, N = 14SE +/- 0.055, N = 3SE +/- 0.046, N = 3SE +/- 0.192, N = 3SE +/- 0.014, N = 3SE +/- 0.024, N = 3SE +/- 0.018, N = 3SE +/- 0.006, N = 3SE +/- 0.021, N = 324.78818.15017.37815.31414.16110.3259.5358.1587.8101. (CXX) g++ options: -O3 -rdynamic -lpng -lz -lfftw3 -lm

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 421612002400360048006000SE +/- 15.39, N = 4SE +/- 11.58, N = 4SE +/- 19.30, N = 4SE +/- 35.02, N = 4SE +/- 23.48, N = 4SE +/- 26.49, N = 4SE +/- 10.79, N = 4SE +/- 36.99, N = 4454746094711480648344877509657685802

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162K4K6K8K10KSE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 46.73, N = 5SE +/- 78.90, N = 5SE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 41.65, N = 5SE +/- 82.66, N = 9SE +/- 17.62, N = 56664.256890.616999.507231.017414.627556.338286.128583.018634.69

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5218Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Silver 42169001800270036004500SE +/- 19.41, N = 5SE +/- 28.09, N = 25SE +/- 38.41, N = 5SE +/- 36.17, N = 25SE +/- 38.94, N = 25SE +/- 26.06, N = 25SE +/- 37.40, N = 25SE +/- 42.87, N = 25SE +/- 65.14, N = 252674.182856.853150.103228.633405.413477.333588.693662.774199.41

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon Platinum 8280Xeon Gold 5220RXeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 8280Xeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42166K12K18K24K30KSE +/- 593.14, N = 25SE +/- 389.39, N = 25SE +/- 251.20, N = 25SE +/- 496.64, N = 25SE +/- 474.27, N = 25SE +/- 516.85, N = 25SE +/- 426.81, N = 25SE +/- 633.76, N = 25SE +/- 436.95, N = 2521975.1222776.3022798.3826257.0126764.9427198.0827198.8627973.0028596.11

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon Platinum 8280Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 42166K12K18K24K30KSE +/- 169.44, N = 5SE +/- 217.63, N = 5SE +/- 29.95, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 165.91, N = 5SE +/- 255.27, N = 5SE +/- 195.96, N = 5SE +/- 374.59, N = 520621.2321704.4921743.0223588.4023703.0324522.2224540.7225271.4328045.92

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 421614002800420056007000SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 1.48, N = 3SE +/- 6.01, N = 3SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 2.03, N = 3SE +/- 1.63, N = 3SE +/- 11.26, N = 36320.006313.166164.796161.426159.216157.496133.915061.605024.39MIN: 4254.97 / MAX: 10469.4MIN: 4256.89 / MAX: 10467.36MIN: 4152.92 / MAX: 10208.98MIN: 4158.08 / MAX: 10213.08MIN: 4154.94 / MAX: 10200.04MIN: 4104.14 / MAX: 10212.45MIN: 4136.23 / MAX: 10160.8MIN: 3412.46 / MAX: 8379.01MIN: 3388.65 / MAX: 8334.481. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 42162004006008001000SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.41, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.18, N = 3SE +/- 0.91, N = 31051.941051.111025.381024.991024.981024.491020.09841.65837.61MIN: 535.04 / MAX: 2870.94MIN: 532.77 / MAX: 2871.25MIN: 522.31 / MAX: 2798.89MIN: 521.91 / MAX: 2799.45MIN: 518.14 / MAX: 2797.53MIN: 507.67 / MAX: 2797.4MIN: 519.31 / MAX: 2788.96MIN: 428.69 / MAX: 2296.48MIN: 423.28 / MAX: 2294.551. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 4216110220330440550SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 1.03, N = 3SE +/- 0.28, N = 3SE +/- 0.56, N = 3501.98500.98489.51489.42489.15488.81485.86401.13399.991. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 42166001200180024003000SE +/- 1.10, N = 3SE +/- 0.87, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 3SE +/- 0.92, N = 3SE +/- 2.79, N = 3SE +/- 5.86, N = 3SE +/- 1.74, N = 3SE +/- 3.38, N = 32868.692867.482798.562797.432797.222795.492779.782294.742291.691. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42168001600240032004000SE +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 3.91, N = 3SE +/- 4.16, N = 3SE +/- 0.79, N = 3SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 33912.303432.163430.282359.132137.031497.751201.541002.09765.491. (CXX) g++ options: -rdynamic

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Silver 421648121620SE +/- 0.067, N = 3SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.069, N = 9SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.047, N = 3SE +/- 0.099, N = 15SE +/- 0.372, N = 154.1156.4096.4517.0427.1557.4817.8199.89816.9201. (CXX) g++ options: -rdynamic

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 700.53, N = 3SE +/- 111.31, N = 3SE +/- 12.50, N = 3SE +/- 99.39, N = 3SE +/- 91.33, N = 3SE +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 38408453485513244286441021271262554721403204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 67263.16, N = 3SE +/- 17032.65, N = 3SE +/- 9643.65, N = 3SE +/- 14468.36, N = 3SE +/- 4509.25, N = 3SE +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 37880000497766748210004090000376400025830002506000191266718933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161.16252.3253.48754.655.8125SE +/- 0.01437, N = 15SE +/- 0.01296, N = 3SE +/- 0.02205, N = 15SE +/- 0.01072, N = 3SE +/- 0.01245, N = 3SE +/- 0.00644, N = 3SE +/- 0.01148, N = 3SE +/- 0.02145, N = 3SE +/- 0.01398, N = 31.639862.189752.230092.394512.666994.413664.499854.756965.16658MIN: 1.39MIN: 1.86MIN: 1.82MIN: 2.28MIN: 2.31MIN: 3.68MIN: 4.19MIN: 4.33MIN: 4.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: IP Batch All - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f32Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 42163691215SE +/- 0.00854, N = 3SE +/- 0.01593, N = 3SE +/- 0.00905, N = 3SE +/- 0.02892, N = 3SE +/- 0.01419, N = 3SE +/- 0.01401, N = 3SE +/- 0.06373, N = 3SE +/- 0.02232, N = 3SE +/- 0.05182, N = 36.795098.842338.907959.309599.5246610.1930010.5239010.6348011.42150MIN: 6.68MIN: 8.73MIN: 8.69MIN: 9.16MIN: 9.28MIN: 9.79MIN: 10.17MIN: 10.26MIN: 11.021. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: IP Batch All - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 42161.25842.51683.77525.03366.292SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.01160, N = 3SE +/- 0.02448, N = 3SE +/- 0.04012, N = 3SE +/- 0.00870, N = 3SE +/- 0.03131, N = 33.110023.231214.086054.117794.538214.610544.826034.838755.59275MIN: 2.52MIN: 3.09MIN: 3.72MIN: 3.78MIN: 4.43MIN: 4.42MIN: 4.47MIN: 4.7MIN: 5.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00482, N = 3SE +/- 0.01183, N = 3SE +/- 0.00377, N = 3SE +/- 0.01534, N = 3SE +/- 0.00265, N = 3SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 33.212813.659644.831705.565005.714395.727918.685908.8271010.90140MIN: 2.99MIN: 3.47MIN: 4.76MIN: 5.18MIN: 5.6MIN: 5.56MIN: 8.38MIN: 8.65MIN: 10.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 0.78, N = 3SE +/- 0.79, N = 3SE +/- 0.39, N = 3SE +/- 0.29, N = 3SE +/- 0.59, N = 3SE +/- 1.69, N = 3SE +/- 1.16, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3496.82694.32765.75999.541227.071578.241948.772363.003129.93MIN: 488.36MIN: 686.24MIN: 755.35MIN: 995.71MIN: 1218.34MIN: 1571.3MIN: 1927.2MIN: 2357.87MIN: 3085.851. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 7.97, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 3SE +/- 11.11, N = 3SE +/- 109.20, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 33005.484821.244896.415919.946329.949374.609696.9211821.3012300.30MIN: 2934.55MIN: 4760.44MIN: 4854.07MIN: 5895.99MIN: 6190.58MIN: 9350.22MIN: 9656.48MIN: 11811.3MIN: 122541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42161.19492.38983.58474.77965.9745SE +/- 0.00318, N = 3SE +/- 0.00157, N = 3SE +/- 0.00475, N = 3SE +/- 0.00174, N = 3SE +/- 0.00272, N = 3SE +/- 0.00576, N = 3SE +/- 0.00527, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 31.240291.462321.497242.126802.231263.065903.364323.994885.31087MIN: 1.17MIN: 1.44MIN: 1.43MIN: 2.06MIN: 2.17MIN: 2.99MIN: 3.3MIN: 3.95MIN: 5.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00373, N = 3SE +/- 0.00200, N = 3SE +/- 0.00032, N = 3SE +/- 0.00092, N = 3SE +/- 0.00634, N = 3SE +/- 0.00590, N = 3SE +/- 0.01927, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 31.136081.707491.962792.697003.130063.855124.889665.804207.63646MIN: 1.67MIN: 1.95MIN: 2.66MIN: 3.1MIN: 3.82MIN: 4.84MIN: 5.77MIN: 7.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 349.8481.1494.19122.76155.37197.91244.75298.30395.44MIN: 48.76MIN: 79.72MIN: 93.73MIN: 121.68MIN: 154.79MIN: 195.97MIN: 242.31MIN: 297.84MIN: 390.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 3.12, N = 3SE +/- 10.67, N = 3SE +/- 2.07, N = 3SE +/- 1.24, N = 3SE +/- 23.72, N = 3SE +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 31517.442377.912479.282846.123215.174478.934826.715840.266241.16MIN: 1504.94MIN: 2360.75MIN: 2469.15MIN: 2813.78MIN: 3181.24MIN: 4461.44MIN: 4806.63MIN: 5831.48MIN: 6214.681. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Silver 42165001000150020002500SE +/- 0.89, N = 3SE +/- 0.39, N = 3SE +/- 0.49, N = 3SE +/- 0.33, N = 3SE +/- 1.51, N = 3SE +/- 0.28, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 7.40, N = 3711.39881.78983.911113.541278.251364.261699.691920.742201.04MIN: 703.37MIN: 874.01MIN: 975.96MIN: 1108.65MIN: 1270.58MIN: 1356.18MIN: 1694.75MIN: 1902.55MIN: 2184.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42160.28660.57320.85981.14641.433SE +/- 0.001915, N = 3SE +/- 0.000361, N = 3SE +/- 0.006813, N = 3SE +/- 0.000358, N = 3SE +/- 0.002792, N = 3SE +/- 0.003675, N = 3SE +/- 0.001194, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 30.3690600.3710360.3944550.5286320.5608900.7703000.8437090.9767301.273750MIN: 0.35MIN: 0.36MIN: 0.34MIN: 0.52MIN: 0.53MIN: 0.74MIN: 0.82MIN: 0.96MIN: 1.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421616003200480064008000SE +/- 5.70, N = 3SE +/- 2.41, N = 3SE +/- 3.26, N = 3SE +/- 2.14, N = 3SE +/- 2.28, N = 3SE +/- 5.07, N = 3SE +/- 5.71, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 31893.722987.083112.363716.983849.135864.266072.577189.037457.86MIN: 1871.79MIN: 2977.12MIN: 3107.3MIN: 3705.72MIN: 3842.7MIN: 5830.88MIN: 6048.56MIN: 7180.23MIN: 7454.841. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.00328, N = 3SE +/- 0.00770, N = 3SE +/- 0.00390, N = 3SE +/- 0.00301, N = 3SE +/- 0.00466, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 37.9291211.6076014.0780015.2177020.5163022.4243029.9173039.9985040.01920MIN: 7.75MIN: 11.46MIN: 13.95MIN: 15.05MIN: 20.35MIN: 22.32MIN: 29.42MIN: 39.89MIN: 39.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 319.8126.5426.8435.9842.2255.3466.7481.07105.83MIN: 17.89MIN: 24.4MIN: 26.56MIN: 34.93MIN: 41.68MIN: 54.32MIN: 65.75MIN: 80.77MIN: 105.481. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 1.13, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 3.93, N = 3SE +/- 6.81, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 31766.352871.113497.473917.525156.695709.177839.9510255.2010258.00MIN: 1757.1MIN: 2860.81MIN: 3490.41MIN: 3906.67MIN: 5142.07MIN: 5699.77MIN: 7795.37MIN: 10250.1MIN: 10250.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 323.1836.3742.0854.8269.1487.54108.16131.09171.43MIN: 22MIN: 34.65MIN: 41.31MIN: 54.08MIN: 68.48MIN: 86.64MIN: 106.43MIN: 130.56MIN: 170.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00661, N = 3SE +/- 0.00747, N = 3SE +/- 0.00167, N = 3SE +/- 0.00772, N = 3SE +/- 0.01001, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 34.068475.384026.553747.229758.869139.9036213.1428016.5484016.55160MIN: 3.93MIN: 5.3MIN: 6.5MIN: 7.13MIN: 8.78MIN: 9.85MIN: 12.96MIN: 16.51MIN: 16.511. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.00369, N = 3SE +/- 0.00159, N = 3SE +/- 0.00251, N = 3SE +/- 0.01392, N = 3SE +/- 0.00821, N = 3SE +/- 0.00297, N = 3SE +/- 0.00134, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 34.358176.296477.696059.4259110.9379012.3271016.8253021.4290021.47550MIN: 4.31MIN: 6.25MIN: 7.67MIN: 9.32MIN: 10.86MIN: 12.27MIN: 16.72MIN: 21.29MIN: 21.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 4.23, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3320.06527.02637.37712.20938.911042.341433.471874.471875.23MIN: 319.23MIN: 521.14MIN: 636.97MIN: 710.93MIN: 937.57MIN: 1041.43MIN: 1421.77MIN: 1873.87MIN: 1873.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.03597, N = 3SE +/- 0.01386, N = 3SE +/- 0.01218, N = 3SE +/- 0.00643, N = 3SE +/- 0.01762, N = 3SE +/- 0.01146, N = 3SE +/- 0.02138, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 37.4605011.2900011.3282015.7542017.9735023.7028028.4532034.6031045.05020MIN: 6.94MIN: 11.01MIN: 10.93MIN: 15.33MIN: 17.65MIN: 23.22MIN: 27.81MIN: 34.32MIN: 44.691. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421614002800420056007000SE +/- 0.87, N = 3SE +/- 5.08, N = 3SE +/- 5.43, N = 3SE +/- 3.03, N = 3SE +/- 3.93, N = 3SE +/- 1.02, N = 3SE +/- 3.12, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 31779.152169.932935.993152.413600.953966.735695.586721.026721.54MIN: 1772.45MIN: 2158.31MIN: 2926MIN: 3140.75MIN: 3588.76MIN: 3962.44MIN: 5644.95MIN: 6716.04MIN: 6717.721. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 386.54137.73166.98187.17246.45269.99369.29484.59484.90MIN: 85.56MIN: 136.67MIN: 166.21MIN: 186.33MIN: 245.49MIN: 268.99MIN: 365.68MIN: 484.13MIN: 484.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 421650100150200250SE +/- 3.68, N = 3SE +/- 1.66, N = 3SE +/- 1.15, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 0.78, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3221.31203.10199.08177.89170.07160.59159.60136.86132.46MIN: 81.4 / MAX: 247.6MIN: 119.16 / MAX: 222.17MIN: 121.12 / MAX: 214.69MIN: 103.41 / MAX: 190.93MIN: 115.59 / MAX: 193.75MIN: 110.85 / MAX: 181MIN: 100.88 / MAX: 178.21MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.61. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 421690180270360450SE +/- 3.74, N = 15SE +/- 1.84, N = 3SE +/- 0.52, N = 3SE +/- 3.79, N = 6SE +/- 0.97, N = 3SE +/- 2.31, N = 3SE +/- 4.57, N = 3SE +/- 1.26, N = 3SE +/- 1.97, N = 3409.88358.62323.20321.84307.75274.98272.55265.46232.35MIN: 126.27 / MAX: 481.12MIN: 196.53 / MAX: 395.24MIN: 200.79 / MAX: 358.32MIN: 175.96 / MAX: 365.43MIN: 179.63 / MAX: 337.24MIN: 160.24 / MAX: 299.46MIN: 156.69 / MAX: 307.87MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.751. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 385.1473.9570.8165.4062.3259.5158.0555.8850.10MIN: 66.74 / MAX: 126.85MIN: 55.51 / MAX: 119.74MIN: 54.24 / MAX: 115.34MIN: 49.2 / MAX: 111MIN: 45.27 / MAX: 134.22MIN: 45.13 / MAX: 93.29MIN: 42.73 / MAX: 119.59MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.491. (CC) gcc options: -pthread

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1269.5243.4842.2738.4627.8423.2622.6918.8714.71MIN: 37.04 / MAX: 71.43MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 17.86 / MAX: 28.57MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1212.057.197.096.254.573.703.683.012.34MIN: 9.71 / MAX: 12.2MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 6.13 / MAX: 6.29MIN: 4.08 / MAX: 4.61MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.01, N = 5SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 36.533.953.713.522.632.142.021.751.40MIN: 5.18 / MAX: 6.58MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 3.48 / MAX: 3.53MIN: 2.35 / MAX: 2.64MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 1.74 / MAX: 1.76MAX: 1.41

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1290.9155.5655.5650.0034.4829.4128.5723.2618.18MIN: 29.41MIN: 19.23MIN: 24.39MIN: 43.48MIN: 18.87 / MAX: 35.71MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.673.983.883.462.552.062.021.681.31MIN: 5.85 / MAX: 6.76MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 3.41 / MAX: 3.47MIN: 2.28 / MAX: 2.57MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 1.67MIN: 1.3 / MAX: 1.32

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 15SE +/- 0.08, N = 471.4347.6245.4542.8732.5327.0325.4822.2217.94MIN: 15.87 / MAX: 76.92MIN: 16.67 / MAX: 50MIN: 20MIN: 38.46 / MAX: 43.48MIN: 14.93 / MAX: 33.33MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 21.28MIN: 16.95 / MAX: 18.18

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.03, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 1518.1810.5610.429.496.625.525.384.373.41MIN: 12.2 / MAX: 18.52MIN: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53MIN: 9.26 / MAX: 9.62MIN: 5.52 / MAX: 6.76MIN: 5.43 / MAX: 5.62MIN: 5.29 / MAX: 5.46MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181020304050SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 345.6129.5228.9626.2823.2716.0515.9912.4312.39MIN: 44.2 / MAX: 47.35MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 25.64 / MAX: 26.64MIN: 23 / MAX: 23.64MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 353.2333.4531.7328.7721.7517.6616.8114.4211.38MIN: 51.36 / MAX: 55.83MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 28.26 / MAX: 29.24MIN: 21.43 / MAX: 22.13MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 357.4935.8834.6932.2528.2019.6119.3515.3115.28MIN: 55.98 / MAX: 58.87MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 32 / MAX: 32.54MIN: 27.97 / MAX: 28.53MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181224364860SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 351.7932.3331.3129.2125.5017.8017.4213.8813.85MIN: 50.62 / MAX: 53.17MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 28.89 / MAX: 29.61MIN: 25.3 / MAX: 25.83MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 13.82 / MAX: 13.97MIN: 13.79 / MAX: 13.97

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 368.4243.1040.4338.3128.9723.6022.4619.4315.59MIN: 66.22 / MAX: 70.39MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 37.87 / MAX: 38.72MIN: 28.72 / MAX: 29.29MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 358.6937.1534.8033.0525.0720.3419.3216.7713.49MIN: 56.97 / MAX: 60.91MIN: 36.74 / MAX: 37.69MIN: 34.51 / MAX: 35.32MIN: 32.72 / MAX: 33.4MIN: 24.86 / MAX: 25.34MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 4216246810SE +/- 0.064, N = 3SE +/- 0.032, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 3SE +/- 0.018, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 37.0336.0305.4315.3024.3404.2854.2163.3393.3091. (CXX) g++ options: -fPIE -fPIC -pie

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.67, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 356.9851.9251.7149.2140.5534.6433.0927.1926.461. (CXX) g++ options: -fPIE -fPIC -pie

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8280Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Silver 4216Xeon Gold 521860120180240300SE +/- 3.65, N = 4SE +/- 3.77, N = 4SE +/- 2.14, N = 3SE +/- 2.89, N = 4SE +/- 1.23, N = 3SE +/- 3.10, N = 3SE +/- 1.51, N = 3SE +/- 2.39, N = 3SE +/- 1.79, N = 3265.40256.91237.57233.17224.01221.95206.42173.18172.821. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 334.4933.0631.1027.9722.0120.4318.4115.8012.85

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.0948, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 3SE +/- 0.0032, N = 3SE +/- 0.0265, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 37.19004.51834.44003.79003.43002.35002.32001.77001.7400MIN: 6.83 / MAX: 7.6MIN: 4.4 / MAX: 4.76MIN: 4.34 / MAX: 4.63MIN: 3.65 / MAX: 3.94MIN: 3.33 / MAX: 3.63MIN: 2.24 / MAX: 2.46MIN: 2.2 / MAX: 2.43MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.40, N = 15SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 37.154.464.324.113.652.512.481.881.88MIN: 2.92 / MAX: 8.11MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 3.96 / MAX: 4.16MIN: 3.56 / MAX: 3.67MIN: 2.44 / MAX: 2.56MIN: 2.4 / MAX: 2.53MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220RXeon Silver 42162 x Xeon Silver 42168001600240032004000SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 0.77, N = 3SE +/- 1.15, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 1.90, N = 3SE +/- 1.23, N = 3SE +/- 1.18, N = 33514.603510.213410.383405.043404.693401.163398.402823.602817.671. (CC) gcc options: -O3 -mavx2

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 902995.35, N = 3SE +/- 956232.23, N = 3SE +/- 316618.77, N = 3SE +/- 829358.84, N = 3SE +/- 553774.93, N = 3SE +/- 324752.06, N = 3SE +/- 184471.68, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 311971579575203729742358296289131260569696397762923816732632424332311745761. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 491864.96, N = 3SE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 450047.19, N = 3SE +/- 49212.27, N = 3SE +/- 606619.65, N = 3SE +/- 375245.33, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 31338398968550185183894514687620756689581044614925432179393656181735085496

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 421630060090012001500SE +/- 0.70, N = 3SE +/- 0.24, N = 3SE +/- 1.42, N = 3SE +/- 0.29, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.64, N = 3SE +/- 1.02, N = 3996.901005.531060.581063.711092.591167.681218.871268.821398.02

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42164080120160200SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3133.44139.12142.70144.64146.44151.91156.30169.70177.77

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.25, N = 14SE +/- 0.37, N = 8SE +/- 0.34, N = 10SE +/- 0.42, N = 8SE +/- 0.41, N = 10SE +/- 0.88, N = 3SE +/- 0.87, N = 4SE +/- 0.88, N = 4SE +/- 0.99, N = 427.3136.6036.7040.9045.3257.7759.0167.1671.77

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216110220330440550SE +/- 1.01, N = 3SE +/- 3.51, N = 3SE +/- 2.03, N = 3SE +/- 4.79, N = 3SE +/- 1.73, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3221.52279.68286.78308.74347.83430.43433.19501.22531.15

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 362.7870.6172.1574.1286.3388.9891.64101.72109.70

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.11249, N = 3SE +/- 0.05690, N = 3SE +/- 0.03810, N = 3SE +/- 0.03914, N = 3SE +/- 0.06619, N = 3SE +/- 0.06005, N = 3SE +/- 0.03525, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 37.8270610.6653011.0726012.6863013.6031018.6129018.9840022.4866023.612901. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 4216714212835SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 321.5922.0223.1923.3424.0925.0125.9627.3928.901. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421670140210280350SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 0.54, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 1.46, N = 3SE +/- 0.65, N = 3SE +/- 0.89, N = 3SE +/- 1.91, N = 3330.33321.82318.87315.14313.76304.16300.73272.12262.78

Zstd Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 42163691215SE +/- 0.016, N = 3SE +/- 0.148, N = 3SE +/- 0.096, N = 3SE +/- 0.056, N = 3SE +/- 0.021, N = 3SE +/- 0.117, N = 3SE +/- 0.104, N = 15SE +/- 0.029, N = 3SE +/- 0.075, N = 38.2039.13710.20610.33010.35510.44910.97811.12211.4301. (CC) gcc options: -O3 -pthread -lz

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 4216306090120150SE +/- 1.60, N = 3SE +/- 1.84, N = 3SE +/- 1.16, N = 3SE +/- 0.89, N = 3SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.22, N = 3118.09119.79122.22123.39125.12126.08128.41133.01136.00

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serial2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 42162004006008001000728.25728.36745.69746.69746.92747.84749.92907.76909.32

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 421670140210280350226.08230.56233.04235.00241.90242.00242.52281.25299.74

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42167M14M21M28M35MSE +/- 66348.18, N = 3SE +/- 41319.75, N = 3SE +/- 12631.77, N = 3SE +/- 20273.79, N = 3SE +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 331821690.5520467429.5219650424.3317176230.5416653864.7710620968.6110276849.529066471.048923779.55MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 8143 / MAX: 56362584MIN: 7391 / MAX: 46585428MIN: 5455 / MAX: 45833330MIN: 4580 / MAX: 27791242MIN: 4586 / MAX: 28371063MIN: 4337 / MAX: 23652306MIN: 4155 / MAX: 234665811. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 10457.35, N = 3SE +/- 2029.20, N = 3SE +/- 494.87, N = 3SE +/- 1625.61, N = 3SE +/- 568.07, N = 3SE +/- 474.33, N = 3SE +/- 358.06, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3909916.49598798.57587882.23560887.77501697.24383120.69376860.32322051.63313376.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 828011K22K33K44K55KSE +/- 370.72, N = 3SE +/- 56.97, N = 3SE +/- 54.71, N = 3SE +/- 1.34, N = 3SE +/- 132.22, N = 3SE +/- 119.26, N = 3SE +/- 220.44, N = 3SE +/- 158.35, N = 3SE +/- 19.82, N = 353139.0646503.2845518.5940894.9040373.3037715.2234916.0334227.7224466.911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42161530456075SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.31, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 351.4552.6954.5554.7954.9556.0258.4765.6467.461. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 319.8927.2327.9830.6934.6344.9446.7155.2158.251. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521814K28K42K56K70KSE +/- 474.70, N = 3SE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 306.00, N = 3SE +/- 223.28, N = 3SE +/- 58.00, N = 3SE +/- 50.25, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 3643314027034749347102759222074218861710516981

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218306090120150SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 338.7959.4560.6769.8078.72111.82113.30149.02149.39

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450SE +/- 0.26, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3100.47163.32165.96198.25218.06321.53328.81432.11433.42

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 366.3996.4198.24110.67125.35173.95175.95229.28229.71

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.40, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3187.33257.01260.56287.80333.40453.22456.47589.07593.13

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218120240360480600SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3129.01207.41208.30246.31272.72400.96404.78531.39531.98

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220RXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 1.00, N = 3SE +/- 1.15, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3107310761100110111031104111413421343

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Gold 6226RXeon Silver 42162 x Xeon Silver 4216306090120150SE +/- 0.33, N = 3109109113113114114115137137

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 6226RXeon Silver 42162 x Xeon Silver 42164080120160200164164167167167168168204204

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421648121620SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 310.911.011.111.211.211.211.315.415.4

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon Silver 42162 x Xeon Silver 42161326395265SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 345.946.247.147.147.247.347.357.557.5

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421680160240320400154.98177.66180.65197.65222.97276.77284.28328.14345.39

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Material2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216408012016020068.6284.8488.86103.83107.50155.23158.77182.56194.40

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226RXeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Silver 42164080120160200123.98156.61162.86179.75185.36188.78189.46193.44197.74

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220R2 x Xeon Silver 4216Xeon Silver 4216140K280K420K560K700KSE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 164.78, N = 3SE +/- 786.96, N = 3SE +/- 752.01, N = 3SE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 200.00, N = 3SE +/- 1865.15, N = 3649693649164632601632455632431631283629690519964515697

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421620406080100SE +/- 0.45, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 1.07, N = 4SE +/- 0.80, N = 3SE +/- 1.29, N = 361.8263.3567.3668.1968.7874.6377.4181.3694.45

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 42161122334455SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 4SE +/- 0.43, N = 6SE +/- 0.34, N = 3SE +/- 0.39, N = 3SE +/- 0.63, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 1230.4531.9634.2437.4138.3540.7542.6944.5350.10

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 4216510152025SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 317.1917.1917.7717.8217.9217.9217.9820.8921.09

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.67281.34562.01842.69123.364SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.06, N = 12SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.02, N = 31.671.821.932.082.252.392.462.972.99

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 42163691215SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.029, N = 3SE +/- 0.034, N = 3SE +/- 0.041, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 3SE +/- 0.028, N = 3SE +/- 0.035, N = 39.1279.3929.92410.11210.28610.44910.45812.03012.549

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Silver 4216Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R5K10K15K20K25KSE +/- 4.76, N = 3SE +/- 0.31, N = 3SE +/- 5.65, N = 3SE +/- 4.48, N = 322011.2022004.0819429.8719424.111. (CXX) g++ options: -march=native -O3 -lpthread

Phoronix Test Suite v10.8.4