Xeon Tests

Tests for a future article.

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

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 Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16blender: Barbershop - CPU-Onlymkl-dnn: Deconvolution Batch deconv_all - f32build-llvm: Time To Compileblender: Pabellon Barcelona - CPU-Onlyblender: Classroom - CPU-Onlyradiance: Serialnumpy: renaissance: Savina Reactors.IOmlpack: scikit_qdadav1d: Chimera 1080p 10-bitospray: XFrog Forest - SciVismlpack: scikit_linearridgeregressionospray: San Miguel - Path Tracerasmfish: 1024 Hash Memory, 26 Depthappleseed: Emilyospray: XFrog Forest - Path Tracerhpcg: pgbench: Buffer Test - Normal Load - Read Writepgbench: Buffer Test - Normal Load - Read Onlybuild-gdb: Time To Compileblender: Fishy Cat - CPU-Onlymrbayes: Primate Phylogeny Analysisospray: San Miguel - SciVisluxcorerender: Rainbow Colors and Prismmkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32appleseed: Material Testerdeepspeech: CPUospray: NASA Streamlines - Path Tracerbuild-linux-kernel: Time To Compilepyperformance: python_startupblender: BMW27 - CPU-Onlyappleseed: Disney Materialbuild2: Time To Compileradiance: SMP Parallelmlpack: scikit_icastockfish: Total Timenpb: EP.Dv-ray: CPUmkl-dnn: Convolution Batch conv_3d - u8s8f32luxcorerender: DLSCjohn-the-ripper: MD5renaissance: Apache Spark Bayesbasis: ETC1Snamd: ATPase Simulation - 327,506 Atomsrenaissance: Apache Spark PageRankmkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch All - f32himeno: Poisson Pressure Solvernpb: BT.Cembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16basis: UASTC Level 3pyperformance: django_templatepyperformance: regex_compileospray: NASA Streamlines - SciVisembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownjohn-the-ripper: Blowfishnpb: LU.Clzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionmkl-dnn: IP Batch 1D - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32tungsten: Water Causticembree: Pathtracer - Asian Dragonpybench: Total For Average Test Timesintel-mpi: IMB-P2P PingPonglzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionpyperformance: floatlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionmlpack: scikit_svmembree: Pathtracer ISPC - Asian Dragonlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressiondav1d: Summer Nature 4Kmkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16svt-av1: Enc Mode 4 - 1080pmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32ospray: Magnetic Reconnection - SciVismkl-dnn: Convolution Batch conv_alexnet - u8s8f32renaissance: Scala Dottydav1d: Summer Nature 1080pphpbench: PHP Benchmark Suitemkl-dnn: Convolution Batch conv_alexnet - f32tungsten: Hairmkl-dnn: IP Batch 1D - bf16bf16bf16compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19arrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUnpb: SP.Bsvt-av1: Enc Mode 8 - 1080psmhasher: wyhashsmhasher: wyhashscikit-learn: dacapobench: Jythonnpb: MG.Coidn: Memorialnpb: EP.Cnettle: aes256svt-vp9: Visual Quality Optimized - Bosphorus 1080pmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32lammps: Rhodopsin Proteincloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: sha512nettle: chachanettle: poly1305-aes2 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 42161060.5783917.522479.28999.5443152.41260.561278.25286.782208.30165.96746.918300.7326257.00842.6970.817.192.393.9585501851180.6457973.9825.630334227.724903598798.571324146.43998.24134.92843.484.46187.16815.754254.8190189.459653125.1186310.4236.69911.260.6788.85663472.151230.56177.41742358293780.59402704896.414.4448210003662.76754.5540.6033324540.7204.0860510.63483404.690861100761.2932.330137.149815.217727.98147.316755.5629.515333.446951324108883.40419932.230093112.3623.336735.8757110019650424.33333311017411361317217.9243.09831147437177.89712.2015.3027.229750.5608902.1268047.6235.97787414.619321.84631283122.76111.07265.7279110.4492359.139.89850932.8849.20918.80610.458487758984.1827.973768.666159.21237.579.425912.6970017.3781.06489.151024.9752797.221167.6837839.954826.711948.775695.58456.471920.74430.426404.78328.81749.923313.7622776.29534.2458.053.702.252.1443217939284.279742.0613.352945518.593515383120.690509151.909175.95134.48323.262.48369.28728.4532108.161162.860353126.078015.3859.01211.3113.30158.7723891.641242.51568.19381673261966.61218869696.922.3225060003150.09656.0181.1574521704.4854.610548.907953398.39745550787.7917.795720.341829.917346.70847.116828.5716.051417.66042554756744.87428984.499856072.5725.008019.6105111410276849.52173911947611465117617.8223.60421180444160.591433.474.28513.14280.8437093.3643227.0366.73527556.329274.98629690244.74518.98408.6859010.3551201.546.40923346.5633.08818.81510.112483431197.2218.411863.156133.91224.0116.82534.889669.5351.28485.861020.0932779.781063.7053497.472846.12765.7452935.99287.801113.54308.741246.31198.25728.361330.3321975.12230.4565.406.251.673.5268762075197.6495053.4614.909753139.057777560887.766696144.643110.67128.84838.464.11166.98411.290042.0758123.979103118.093779.4940.89811.269.80103.83309974.11823567.36628913123283.38347105919.943.7940900002674.17551.4460.7070920621.2293.231216.795093510.20515971842.3429.206133.049014.078030.68946.21645026.280028.77304286474255.674401012.394513716.9822.016732.2474107616653864.76811612247710967318117.1938.31001212457199.08637.3746.0306.553740.3710361.4623242.8726.83916664.254323.2064916494.193712.68634.831708.2033432.164.11532682.1451.91722.6789.127454737089.0531.103194.186313.16265.407.696051.9627915.3140.96501.981051.1112867.481005.5301766.351517.44496.8161779.15187.33881.783221.515129.01100.47728.246321.8226764.94138.3585.1412.051.826.53133839896154.9807526.6728.854224466.911227909916.490086142.69566.39129.98669.527.1586.53917.4605023.1772193.44241122.2246818.1827.30911.238.7968.61827262.776226.07663.351197157956284.65643313005.487.1978800003228.63352.6940.3622623588.3973.110029.524663514.604106136046.5351.785358.69457.9291219.88545.916490.9145.612153.230484084140090.32428961.639861893.7221.589657.4870107331821690.55072511247510962317617.1968.42411168449221.31320.0607.0334.068470.3944551.2402971.4319.81436890.606409.8864969349.84377.827063.659649.1373430.287.48170893.4156.98222.6779.392471169175.1234.496104.946320.00233.174.358171.1360824.7880.69500.981051.9362868.691218.87410255.25840.262363.006721.02589.071699.69501.218531.98433.42747.844315.1427198.08037.4155.883.012.461.7536561817328.1391331.6813.013840894.896756322051.631187156.299229.28147.73418.871.88484.59434.6031131.088179.751505128.406924.3767.15611.1149.39182.557972101.716241.89768.78324243321635.781698111821.31.7419126673477.33158.4731.5116823703.0294.838759.309593405.03589748617.0513.852616.768539.998555.20947.216723.2612.388214.41632140348143.49430964.756967189.0325.963515.310411019066471.043478311957411465517617.9819.43211184446136.861874.473.33916.54840.9767303.9948822.2281.07058286.123265.46632455298.30022.48668.827111.1221002.097.04222329.3427.19319.80610.286509630328.6515.801621.486164.79172.8221.42905.804208.1581.37489.511024.4932798.561398.02010258.06241.163129.936721.54593.132201.04531.152531.39432.11909.318272.1222798.38240.7550.102.342.971.4035085496345.3899611.3111.888340373.304894313376.779917177.772229.71193.46614.711.88484.89545.0502171.428188.776756135.997443.4171.77015.4149.02194.401843109.699299.73981.36311745761571.491710512300.31.7718933333588.69267.4611.5172125271.4335.5927510.19302823.59536446389.7913.882713.491840.019258.24657.520418.1812.431611.38272042446723.01353825.166587457.8628.897915.279613428923779.55072469986413754214620.8915.5911973365132.461875.233.30916.55161.273755.3108717.94105.8268634.691232.35515697395.44123.612910.901411.430765.4917.81921149.6826.46022004.0822.13112.030576828301.1312.851545.505024.39173.1821.47557.636467.8101.49399.99837.6122291.691092.5875709.174478.931227.073966.73453.22983.913433.191400.96321.53746.687318.8727198.85631.9662.323.681.932.0244614925276.7686542.0213.958146503.283040376860.318615139.120173.95123.70222.692.51269.99117.973569.1431156.605614119.787175.5257.77211.0111.82155.22801488.977242.00261.82397762922094.53220749374.602.3525830002856.85054.7901.1358621743.0194.538218.842333401.15713556576.1217.422319.322822.424344.94347.316829.4115.994316.80992712658594.50429954.413665864.2624.087419.3472110310620968.60869511937411565317617.9222.45981182445170.071042.344.3409.903620.5286322.2312625.4842.22026999.497307.75632431155.36818.61295.7143910.3302137.036.45123859.7934.63619429.8725.1349.924460931633.622.012044.246161.42221.9512.32713.1300610.3251.27488.811024.9922795.49996.9042871.112377.91694.3242169.93257.01711.389279.682207.41163.32745.686304.1627972.99844.5373.957.092.083.7183894514177.6611483.8826.591037715.216271587882.232699133.44496.41124.25842.274.32137.73411.328236.3716185.357154123.3870210.5636.59510.959.4584.84410870.608233.04274.63752037293969.60347494821.244.518349776673405.41454.9470.5823724522.2204.1177910.52393410.38393877470.6731.311734.803011.607627.22647.116755.5628.960231.731853485106268.33418912.189752987.0823.191634.6919110420467429.52173911007211360817217.7740.43251141437203.10527.0175.4315.384020.3690601.4972445.4526.53637231.014358.6263260181.140010.66533.2128110.2063912.307.15549232.2451.71019424.1125.12910.449480658681.4233.064005.266157.49256.916.296471.7074918.1500.93489.421025.3842797.431268.8155156.693215.171578.243600.95333.401364.26347.827272.72218.06907.757262.7828596.10550.1059.514.572.992.6366895810222.9685142.5523.157434916.030852501697.238231169.704125.35194.50427.843.65246.44623.702887.5434197.740442133.011606.6245.31515.478.72107.49808986.325281.25194.45605696963144.70275926329.943.4337640004199.41165.6440.7698228045.9204.8260311.42152817.67305365509.9825.497125.067820.516334.63257.520434.4823.267421.74684102185606.53344802.666993849.1327.394828.2032134317176230.5362329306313750914221.0928.9732943359159.60938.9104.2168.869130.7703003.0659032.5355.33618583.014272.55519964197.91413.60315.5650010.9781497.7516.9242220.9440.54822011.2022.12912.549580252832.4720.432984.025061.60206.4210.93793.8551214.1611.00401.13841.6492294.74OpenBenchmarking.org

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630060090012001500SE +/- 1.42, N = 3SE +/- 0.70, N = 3SE +/- 0.24, N = 3SE +/- 0.64, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.43, N = 3SE +/- 0.29, N = 3SE +/- 1.02, N = 31060.58996.901005.531268.821218.871167.681092.591063.711398.02

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42162K4K6K8K10KSE +/- 3.93, N = 3SE +/- 2.73, N = 3SE +/- 1.13, N = 3SE +/- 6.81, N = 3SE +/- 0.34, N = 3SE +/- 4.68, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 33917.522871.111766.355156.6910255.207839.955709.173497.4710258.00MIN: 3906.67MIN: 2860.81MIN: 1757.1MIN: 5142.07MIN: 10250.1MIN: 7795.37MIN: 5699.77MIN: 3490.41MIN: 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_all - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421613002600390052006500SE +/- 2.07, N = 3SE +/- 10.67, N = 3SE +/- 3.12, N = 3SE +/- 23.72, N = 3SE +/- 1.57, N = 3SE +/- 4.48, N = 3SE +/- 7.74, N = 3SE +/- 1.24, N = 3SE +/- 4.87, N = 32479.282377.911517.443215.175840.264826.714478.932846.126241.16MIN: 2469.15MIN: 2360.75MIN: 1504.94MIN: 3181.24MIN: 5831.48MIN: 4806.63MIN: 4461.44MIN: 2813.78MIN: 6214.681. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42167001400210028003500SE +/- 0.29, N = 3SE +/- 0.79, N = 3SE +/- 0.78, N = 3SE +/- 1.69, N = 3SE +/- 0.47, N = 3SE +/- 1.16, N = 3SE +/- 0.59, N = 3SE +/- 0.39, N = 3SE +/- 1.30, N = 3999.54694.32496.821578.242363.001948.771227.07765.753129.93MIN: 995.71MIN: 686.24MIN: 488.36MIN: 1571.3MIN: 2357.87MIN: 1927.2MIN: 1218.34MIN: 755.35MIN: 3085.851. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421614002800420056007000SE +/- 3.03, N = 3SE +/- 5.08, N = 3SE +/- 0.87, N = 3SE +/- 3.93, N = 3SE +/- 0.83, N = 3SE +/- 3.12, N = 3SE +/- 1.02, N = 3SE +/- 5.43, N = 3SE +/- 0.10, N = 33152.412169.931779.153600.956721.025695.583966.732935.996721.54MIN: 3140.75MIN: 2158.31MIN: 1772.45MIN: 3588.76MIN: 6716.04MIN: 5644.95MIN: 3962.44MIN: 2926MIN: 6717.721. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216130260390520650SE +/- 0.30, N = 3SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3260.56257.01187.33333.40589.07456.47453.22287.80593.13

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 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42165001000150020002500SE +/- 1.51, N = 3SE +/- 0.89, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 0.49, N = 3SE +/- 0.33, N = 3SE +/- 7.40, N = 31278.25711.39881.781364.261699.691920.74983.911113.542201.04MIN: 1270.58MIN: 703.37MIN: 874.01MIN: 1356.18MIN: 1694.75MIN: 1902.55MIN: 975.96MIN: 1108.65MIN: 2184.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216110220330440550SE +/- 2.03, N = 3SE +/- 3.51, N = 3SE +/- 1.01, N = 3SE +/- 1.73, N = 3SE +/- 3.37, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 4.79, N = 3SE +/- 2.53, N = 3286.78279.68221.52347.83501.22430.43433.19308.74531.15

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216120240360480600SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.50, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.46, N = 3208.30207.41129.01272.72531.98404.78400.96246.31531.39

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421690180270360450SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 0.20, N = 3165.96163.32100.47218.06433.42328.81321.53198.25432.11

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serial2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42162004006008001000746.92745.69728.25907.76747.84749.92746.69728.36909.32

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421670140210280350SE +/- 0.65, N = 3SE +/- 1.46, N = 3SE +/- 3.00, N = 3SE +/- 1.91, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.54, N = 3SE +/- 2.42, N = 3SE +/- 0.89, N = 3300.73304.16321.82262.78315.14313.76318.87330.33272.12

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42166K12K18K24K30KSE +/- 496.64, N = 25SE +/- 633.76, N = 25SE +/- 474.27, N = 25SE +/- 436.95, N = 25SE +/- 516.85, N = 25SE +/- 389.39, N = 25SE +/- 426.81, N = 25SE +/- 593.14, N = 25SE +/- 251.20, N = 2526257.0127973.0026764.9428596.1127198.0822776.3027198.8621975.1222798.38

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161122334455SE +/- 0.63, N = 3SE +/- 0.21, N = 3SE +/- 0.34, N = 3SE +/- 0.51, N = 12SE +/- 0.43, N = 6SE +/- 0.49, N = 4SE +/- 0.46, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 342.6944.5338.3550.1037.4134.2431.9630.4540.75

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 0.47, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 370.8173.9585.1459.5155.8858.0562.3265.4050.10MIN: 54.24 / MAX: 115.34MIN: 55.51 / MAX: 119.74MIN: 66.74 / MAX: 126.85MIN: 45.13 / MAX: 93.29MIN: 40.96 / MAX: 112.64MIN: 42.73 / MAX: 119.59MIN: 45.27 / MAX: 134.22MIN: 49.2 / MAX: 111MIN: 36.69 / MAX: 102.491. (CC) gcc options: -pthread

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163691215SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 127.197.0912.054.573.013.703.686.252.34MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 9.71 / MAX: 12.2MIN: 4.08 / MAX: 4.61MIN: 2.98 / MAX: 3.05MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 6.13 / MAX: 6.29MIN: 2.3 / MAX: 2.36

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42160.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 32.392.081.822.992.462.251.931.672.97

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.953.716.532.631.752.142.023.521.40MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 5.18 / MAX: 6.58MIN: 2.35 / MAX: 2.64MIN: 1.74 / MAX: 1.76MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 3.48 / MAX: 3.53MAX: 1.41

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 491864.96, N = 3SE +/- 49212.27, N = 3SE +/- 274137.19, N = 3SE +/- 375245.33, N = 3SE +/- 606619.65, N = 3SE +/- 450047.19, N = 3SE +/- 274506.10, N = 38550185183894514133839896668958103656181743217939446149256876207535085496

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421680160240320400180.65177.66154.98222.97328.14284.28276.77197.65345.39

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 33.983.886.672.551.682.062.023.461.31MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 5.85 / MAX: 6.76MIN: 2.28 / MAX: 2.57MIN: 1.67MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 3.41 / MAX: 3.47MIN: 1.3 / MAX: 1.32

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216714212835SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 325.6326.5928.8523.1613.0113.3513.9614.9111.891. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 Write2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421611K22K33K44K55KSE +/- 158.35, N = 3SE +/- 119.26, N = 3SE +/- 19.82, N = 3SE +/- 220.44, N = 3SE +/- 1.34, N = 3SE +/- 54.71, N = 3SE +/- 56.97, N = 3SE +/- 370.72, N = 3SE +/- 132.22, N = 334227.7237715.2224466.9134916.0340894.9045518.5946503.2853139.0640373.301. (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 Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 494.87, N = 3SE +/- 10457.35, N = 3SE +/- 568.07, N = 3SE +/- 198.36, N = 3SE +/- 474.33, N = 3SE +/- 358.06, N = 3SE +/- 1625.61, N = 3SE +/- 517.49, N = 3598798.57587882.23909916.49501697.24322051.63383120.69376860.32560887.77313376.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3146.44133.44142.70169.70156.30151.91139.12144.64177.77

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421650100150200250SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 398.2496.4166.39125.35229.28175.95173.95110.67229.71

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.37, N = 3SE +/- 0.67, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3134.93124.26129.99194.50147.73134.48123.70128.85193.471. (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

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161530456075SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.62, N = 15SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1243.4842.2769.5227.8418.8723.2622.6938.4614.71MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04 / MAX: 71.43MIN: 17.86 / MAX: 28.57MIN: 18.52 / MAX: 19.23MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 37.04MIN: 14.29 / MAX: 14.93

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 34.464.327.153.651.882.482.514.111.88MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 2.92 / MAX: 8.11MIN: 3.56 / MAX: 3.67MIN: 1.85 / MAX: 1.92MIN: 2.4 / MAX: 2.53MIN: 2.44 / MAX: 2.56MIN: 3.96 / MAX: 4.16MIN: 1.84 / MAX: 1.92

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216100200300400500SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3187.17137.7386.54246.45484.59369.29269.99166.98484.90MIN: 186.33MIN: 136.67MIN: 85.56MIN: 245.49MIN: 484.13MIN: 365.68MIN: 268.99MIN: 166.21MIN: 484.151. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161020304050SE +/- 0.00643, N = 3SE +/- 0.01218, N = 3SE +/- 0.03597, N = 3SE +/- 0.01146, N = 3SE +/- 0.01482, N = 3SE +/- 0.02138, N = 3SE +/- 0.01762, N = 3SE +/- 0.01386, N = 3SE +/- 0.02504, N = 315.7542011.328207.4605023.7028034.6031028.4532017.9735011.2900045.05020MIN: 15.33MIN: 10.93MIN: 6.94MIN: 23.22MIN: 34.32MIN: 27.81MIN: 17.65MIN: 11.01MIN: 44.691. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 354.8236.3723.1887.54131.09108.1669.1442.08171.43MIN: 54.08MIN: 34.65MIN: 22MIN: 86.64MIN: 130.56MIN: 106.43MIN: 68.48MIN: 41.31MIN: 170.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material Tester2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200189.46185.36193.44197.74179.75162.86156.61123.98188.78

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216306090120150SE +/- 0.47, N = 3SE +/- 0.89, N = 3SE +/- 1.16, N = 3SE +/- 0.71, N = 3SE +/- 0.75, N = 3SE +/- 1.11, N = 3SE +/- 1.84, N = 3SE +/- 1.60, N = 3SE +/- 1.22, N = 3125.12123.39122.22133.01128.41126.08119.79118.09136.00

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421648121620SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.03, N = 3SE +/- 0.00, N = 1510.4210.5618.186.624.375.385.529.493.41MIN: 8.47 / MAX: 10.53MIN: 8.77 / MAX: 10.75MIN: 12.2 / MAX: 18.52MIN: 5.52 / MAX: 6.76MIN: 4.29 / MAX: 4.44MIN: 5.29 / MAX: 5.46MIN: 5.43 / MAX: 5.62MIN: 9.26 / MAX: 9.62MIN: 3.33 / MAX: 3.45

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161632486480SE +/- 0.34, N = 10SE +/- 0.37, N = 8SE +/- 0.25, N = 14SE +/- 0.41, N = 10SE +/- 0.88, N = 4SE +/- 0.87, N = 4SE +/- 0.88, N = 3SE +/- 0.42, N = 8SE +/- 0.99, N = 436.7036.6027.3145.3267.1659.0157.7740.9071.77

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421648121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 311.210.911.215.411.111.311.011.215.4

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216306090120150SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 360.6759.4538.7978.72149.39113.30111.8269.80149.02

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Material2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216408012016020088.8684.8468.62107.50182.56158.77155.23103.83194.40

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 372.1570.6162.7886.33101.7291.6488.9874.12109.70

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421670140210280350230.56233.04226.08281.25241.90242.52242.00235.00299.74

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 1.07, N = 4SE +/- 0.30, N = 3SE +/- 0.59, N = 3SE +/- 1.29, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.80, N = 377.4174.6363.3594.4568.7868.1961.8267.3681.36

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 956232.23, N = 3SE +/- 902995.35, N = 3SE +/- 553774.93, N = 3SE +/- 188043.56, N = 3SE +/- 184471.68, N = 3SE +/- 324752.06, N = 3SE +/- 829358.84, N = 3SE +/- 406404.40, N = 374235829752037291197157956056969632424332381673263977629262891312311745761. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421613002600390052006500SE +/- 54.90, N = 4SE +/- 124.07, N = 12SE +/- 148.86, N = 12SE +/- 2.84, N = 3SE +/- 4.92, N = 3SE +/- 6.98, N = 3SE +/- 8.86, N = 3SE +/- 46.76, N = 4SE +/- 6.21, N = 33780.593969.606284.653144.701635.781966.612094.533283.381571.491. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421614K28K42K56K70KSE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 474.70, N = 3SE +/- 223.28, N = 3SE +/- 69.72, N = 3SE +/- 50.25, N = 3SE +/- 58.00, N = 3SE +/- 306.00, N = 3SE +/- 34.43, N = 3402703474964331275921698121886220743471017105

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163K6K9K12K15KSE +/- 3.52, N = 3SE +/- 10.40, N = 3SE +/- 7.97, N = 3SE +/- 109.20, N = 3SE +/- 2.59, N = 3SE +/- 11.33, N = 3SE +/- 9.11, N = 3SE +/- 11.11, N = 3SE +/- 13.03, N = 34896.414821.243005.486329.9411821.309696.929374.605919.9412300.30MIN: 4854.07MIN: 4760.44MIN: 2934.55MIN: 6190.58MIN: 11811.3MIN: 9656.48MIN: 9350.22MIN: 5895.99MIN: 122541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.0120, N = 3SE +/- 0.0036, N = 3SE +/- 0.0948, N = 3SE +/- 0.0265, N = 3SE +/- 0.0034, N = 3SE +/- 0.0243, N = 3SE +/- 0.0145, N = 3SE +/- 0.0032, N = 3SE +/- 0.0165, N = 34.44004.51837.19003.43001.74002.32002.35003.79001.7700MIN: 4.34 / MAX: 4.63MIN: 4.4 / MAX: 4.76MIN: 6.83 / MAX: 7.6MIN: 3.33 / MAX: 3.63MIN: 1.67 / MAX: 1.79MIN: 2.2 / MAX: 2.43MIN: 2.24 / MAX: 2.46MIN: 3.65 / MAX: 3.94MIN: 1.68 / MAX: 1.85

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42162M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 17032.65, N = 3SE +/- 67263.16, N = 3SE +/- 4509.25, N = 3SE +/- 8171.77, N = 3SE +/- 6806.86, N = 3SE +/- 11015.14, N = 3SE +/- 14468.36, N = 3SE +/- 1452.97, N = 34821000497766778800003764000191266725060002583000409000018933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42169001800270036004500SE +/- 42.87, N = 25SE +/- 38.94, N = 25SE +/- 36.17, N = 25SE +/- 65.14, N = 25SE +/- 26.06, N = 25SE +/- 38.41, N = 5SE +/- 28.09, N = 25SE +/- 19.41, N = 5SE +/- 37.40, N = 253662.773405.413228.634199.413477.333150.102856.852674.183588.69

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161530456075SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 354.5554.9552.6965.6458.4756.0254.7951.4567.461. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00104, N = 3SE +/- 0.00133, N = 3SE +/- 0.00193, N = 3SE +/- 0.00100, N = 3SE +/- 0.00122, N = 3SE +/- 0.00117, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 30.603330.582370.362260.769821.511681.157451.135860.707091.51721

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42166K12K18K24K30KSE +/- 255.27, N = 5SE +/- 165.91, N = 5SE +/- 286.23, N = 6SE +/- 374.59, N = 5SE +/- 172.76, N = 5SE +/- 217.63, N = 5SE +/- 29.95, N = 5SE +/- 169.44, N = 5SE +/- 195.96, N = 524540.7224522.2223588.4028045.9223703.0321704.4921743.0220621.2325271.43

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161.25842.51683.77525.03366.292SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.04146, N = 4SE +/- 0.04012, N = 3SE +/- 0.00870, N = 3SE +/- 0.02448, N = 3SE +/- 0.01160, N = 3SE +/- 0.00398, N = 3SE +/- 0.03131, N = 34.086054.117793.110024.826034.838754.610544.538213.231215.59275MIN: 3.72MIN: 3.78MIN: 2.52MIN: 4.47MIN: 4.7MIN: 4.42MIN: 4.43MIN: 3.09MIN: 5.321. (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: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163691215SE +/- 0.02232, N = 3SE +/- 0.06373, N = 3SE +/- 0.01419, N = 3SE +/- 0.05182, N = 3SE +/- 0.02892, N = 3SE +/- 0.00905, N = 3SE +/- 0.01593, N = 3SE +/- 0.00854, N = 3SE +/- 0.01401, N = 310.6348010.523909.5246611.421509.309598.907958.842336.7950910.19300MIN: 10.26MIN: 10.17MIN: 9.28MIN: 11.02MIN: 9.16MIN: 8.69MIN: 8.73MIN: 6.68MIN: 9.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42168001600240032004000SE +/- 5.10, N = 3SE +/- 0.77, N = 3SE +/- 5.39, N = 3SE +/- 1.18, N = 3SE +/- 1.15, N = 3SE +/- 1.90, N = 3SE +/- 1.26, N = 3SE +/- 4.11, N = 3SE +/- 1.23, N = 33404.693410.383514.602817.673405.043398.403401.163510.212823.601. (CC) gcc options: -O3 -mavx2

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630K60K90K120K150KSE +/- 42.06, N = 3SE +/- 86.40, N = 3SE +/- 78.84, N = 3SE +/- 124.40, N = 3SE +/- 54.74, N = 3SE +/- 44.99, N = 3SE +/- 27.55, N = 3SE +/- 52.95, N = 3SE +/- 4.15, N = 3100761.2977470.67136046.5365509.9848617.0550787.7956576.1271842.3446389.791. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 332.3331.3151.7925.5013.8517.8017.4229.2113.88MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 50.62 / MAX: 53.17MIN: 25.3 / MAX: 25.83MIN: 13.79 / MAX: 13.97MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 28.89 / MAX: 29.61MIN: 13.82 / MAX: 13.97

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161326395265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 337.1534.8058.6925.0716.7720.3419.3233.0513.49MIN: 36.74 / MAX: 37.69MIN: 34.51 / MAX: 35.32MIN: 56.97 / MAX: 60.91MIN: 24.86 / MAX: 25.34MIN: 16.69 / MAX: 16.88MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 32.72 / MAX: 33.4MIN: 13.43 / MAX: 13.59

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216918273645SE +/- 0.00301, N = 3SE +/- 0.00770, N = 3SE +/- 0.00328, N = 3SE +/- 0.00466, N = 3SE +/- 0.00339, N = 3SE +/- 0.01559, N = 3SE +/- 0.00584, N = 3SE +/- 0.00390, N = 3SE +/- 0.00904, N = 315.2177011.607607.9291220.5163039.9985029.9173022.4243014.0780040.01920MIN: 15.05MIN: 11.46MIN: 7.75MIN: 20.35MIN: 39.89MIN: 29.42MIN: 22.32MIN: 13.95MIN: 39.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161326395265SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.9827.2319.8934.6355.2146.7144.9430.6958.251. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161326395265SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 347.347.145.957.547.247.147.346.257.5

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200167167164204167168168164204

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1255.5655.5690.9134.4823.2628.5729.4150.0018.18MIN: 24.39MIN: 19.23MIN: 29.41MIN: 18.87 / MAX: 35.71MIN: 22.73 / MAX: 23.81MIN: 26.32 / MAX: 29.41MIN: 26.32MIN: 43.48MIN: 17.86 / MAX: 18.52

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161020304050SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 329.5228.9645.6123.2712.3916.0515.9926.2812.43MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 44.2 / MAX: 47.35MIN: 23 / MAX: 23.64MIN: 12.32 / MAX: 12.5MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 25.64 / MAX: 26.64MIN: 12.35 / MAX: 12.55

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161224364860SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 333.4531.7353.2321.7514.4217.6616.8128.7711.38MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 51.36 / MAX: 55.83MIN: 21.43 / MAX: 22.13MIN: 14.3 / MAX: 14.63MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 28.26 / MAX: 29.24MIN: 11.32 / MAX: 11.49

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620K40K60K80K100KSE +/- 12.50, N = 3SE +/- 111.31, N = 3SE +/- 700.53, N = 3SE +/- 91.33, N = 3SE +/- 6.03, N = 3SE +/- 77.98, N = 3SE +/- 60.93, N = 3SE +/- 99.39, N = 3SE +/- 24.29, N = 35132453485840844102121403255472712642864204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630K60K90K120K150KSE +/- 135.16, N = 3SE +/- 50.65, N = 3SE +/- 188.25, N = 3SE +/- 91.80, N = 3SE +/- 41.33, N = 3SE +/- 45.25, N = 3SE +/- 30.22, N = 3SE +/- 82.95, N = 3SE +/- 38.08, N = 3108883.40106268.33140090.3285606.5348143.4956744.8758594.5074255.6746723.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216100200300400500SE +/- 0.33, N = 34194184283444304284294403531. (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: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 393919680969895101821. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01296, N = 3SE +/- 0.01437, N = 15SE +/- 0.01245, N = 3SE +/- 0.02145, N = 3SE +/- 0.01148, N = 3SE +/- 0.00644, N = 3SE +/- 0.01072, N = 3SE +/- 0.01398, N = 32.230092.189751.639862.666994.756964.499854.413662.394515.16658MIN: 1.82MIN: 1.86MIN: 1.39MIN: 2.31MIN: 4.33MIN: 4.19MIN: 3.68MIN: 2.28MIN: 4.711. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421616003200480064008000SE +/- 3.26, N = 3SE +/- 2.41, N = 3SE +/- 5.70, N = 3SE +/- 2.28, N = 3SE +/- 2.58, N = 3SE +/- 5.71, N = 3SE +/- 5.07, N = 3SE +/- 2.14, N = 3SE +/- 0.67, N = 33112.362987.081893.723849.137189.036072.575864.263716.987457.86MIN: 3107.3MIN: 2977.12MIN: 1871.79MIN: 3842.7MIN: 7180.23MIN: 6048.56MIN: 5830.88MIN: 3705.72MIN: 7454.841. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 323.3423.1921.5927.3925.9625.0124.0922.0228.901. (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

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161326395265SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 335.8834.6957.4928.2015.3119.6119.3532.2515.28MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 55.98 / MAX: 58.87MIN: 27.97 / MAX: 28.53MIN: 15.25 / MAX: 15.4MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 32 / MAX: 32.54MIN: 15.18 / MAX: 15.39

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630060090012001500SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 3.06, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3110011041073134311011114110310761342

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42167M14M21M28M35MSE +/- 12631.77, N = 3SE +/- 41319.75, N = 3SE +/- 66348.18, N = 3SE +/- 20273.79, N = 3SE +/- 10529.89, N = 3SE +/- 20987.71, N = 3SE +/- 19484.28, N = 3SE +/- 33688.94, N = 3SE +/- 7036.00, N = 319650424.3320467429.5231821690.5517176230.549066471.0410276849.5210620968.6116653864.778923779.55MIN: 8143 / MAX: 56362584MIN: 7824 / MAX: 55096192MIN: 9950 / MAX: 90956260MIN: 7391 / MAX: 46585428MIN: 4337 / MAX: 23652306MIN: 4586 / MAX: 28371063MIN: 4580 / MAX: 27791242MIN: 5455 / MAX: 45833330MIN: 4155 / MAX: 234665811. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630060090012001500SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 311011100112493011951194119312249981. (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: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216204060801007472756374767477641. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216306090120150SE +/- 0.33, N = 3113113109137114114115109137

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216150300450600750SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 5.03, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 36136086235096556516536735421. (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: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42164080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 31721721761421761761761811461. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216510152025SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 317.9217.7717.1921.0917.9817.8217.9217.1920.89

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161530456075SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 343.1040.4368.4228.9719.4323.6022.4638.3115.59MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 66.22 / MAX: 70.39MIN: 28.72 / MAX: 29.29MIN: 19.37 / MAX: 19.6MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 37.87 / MAX: 38.72MIN: 15.54 / MAX: 15.7

lzbench

Test: Zstd 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421630060090012001500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 2.00, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 311471141116894311841180118212129731. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216100200300400500SE +/- 0.58, N = 34374374493594464444454573651. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421650100150200250SE +/- 0.84, N = 3SE +/- 1.66, N = 3SE +/- 3.68, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.78, N = 3SE +/- 1.20, N = 3SE +/- 1.15, N = 3SE +/- 0.15, N = 3177.89203.10221.31159.60136.86160.59170.07199.08132.46MIN: 103.41 / MAX: 190.93MIN: 119.16 / MAX: 222.17MIN: 81.4 / MAX: 247.6MIN: 100.88 / MAX: 178.21MIN: 107.86 / MAX: 153.94MIN: 110.85 / MAX: 181MIN: 115.59 / MAX: 193.75MIN: 121.12 / MAX: 214.69MIN: 104.21 / MAX: 150.61. (CC) gcc options: -pthread

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 4.23, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 1.48, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3712.20527.02320.06938.911874.471433.471042.34637.371875.23MIN: 710.93MIN: 521.14MIN: 319.23MIN: 937.57MIN: 1873.87MIN: 1421.77MIN: 1041.43MIN: 636.97MIN: 1873.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.019, N = 3SE +/- 0.009, N = 3SE +/- 0.064, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 3SE +/- 0.018, N = 3SE +/- 0.032, N = 3SE +/- 0.021, N = 35.3025.4317.0334.2163.3394.2854.3406.0303.3091. (CXX) g++ options: -fPIE -fPIC -pie

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421648121620SE +/- 0.00772, N = 3SE +/- 0.00747, N = 3SE +/- 0.00661, N = 3SE +/- 0.01001, N = 3SE +/- 0.00105, N = 3SE +/- 0.04579, N = 3SE +/- 0.00392, N = 3SE +/- 0.00167, N = 3SE +/- 0.00867, N = 37.229755.384024.068478.8691316.5484013.142809.903626.5537416.55160MIN: 7.13MIN: 5.3MIN: 3.93MIN: 8.78MIN: 16.51MIN: 12.96MIN: 9.85MIN: 6.5MIN: 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_1d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42160.28660.57320.85981.14641.433SE +/- 0.002792, N = 3SE +/- 0.001915, N = 3SE +/- 0.006813, N = 3SE +/- 0.003675, N = 3SE +/- 0.001460, N = 3SE +/- 0.001194, N = 3SE +/- 0.000358, N = 3SE +/- 0.000361, N = 3SE +/- 0.001246, N = 30.5608900.3690600.3944550.7703000.9767300.8437090.5286320.3710361.273750MIN: 0.53MIN: 0.35MIN: 0.34MIN: 0.74MIN: 0.96MIN: 0.82MIN: 0.52MIN: 0.36MIN: 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_1d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00475, N = 3SE +/- 0.00318, N = 3SE +/- 0.00576, N = 3SE +/- 0.00570, N = 3SE +/- 0.00527, N = 3SE +/- 0.00272, N = 3SE +/- 0.00157, N = 3SE +/- 0.01140, N = 32.126801.497241.240293.065903.994883.364322.231261.462325.31087MIN: 2.06MIN: 1.43MIN: 1.17MIN: 2.99MIN: 3.95MIN: 3.3MIN: 2.17MIN: 1.44MIN: 5.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.60, N = 3SE +/- 0.08, N = 447.6245.4571.4332.5322.2227.0325.4842.8717.94MIN: 16.67 / MAX: 50MIN: 20MIN: 15.87 / MAX: 76.92MIN: 14.93 / MAX: 33.33MIN: 21.28MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 38.46 / MAX: 43.48MIN: 16.95 / MAX: 18.18

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421620406080100SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 335.9826.5419.8155.3481.0766.7442.2226.84105.83MIN: 34.93MIN: 24.4MIN: 17.89MIN: 54.32MIN: 80.77MIN: 65.75MIN: 41.68MIN: 26.56MIN: 105.481. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42162K4K6K8K10KSE +/- 62.31, N = 5SE +/- 78.90, N = 5SE +/- 56.89, N = 13SE +/- 82.66, N = 9SE +/- 41.65, N = 5SE +/- 50.08, N = 5SE +/- 46.73, N = 5SE +/- 19.31, N = 5SE +/- 17.62, N = 57414.627231.016890.618583.018286.127556.336999.506664.258634.69

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421690180270360450SE +/- 3.79, N = 6SE +/- 1.84, N = 3SE +/- 3.74, N = 15SE +/- 4.57, N = 3SE +/- 1.26, N = 3SE +/- 2.31, N = 3SE +/- 0.97, N = 3SE +/- 0.52, N = 3SE +/- 1.97, N = 3321.84358.62409.88272.55265.46274.98307.75323.20232.35MIN: 175.96 / MAX: 365.43MIN: 196.53 / MAX: 395.24MIN: 126.27 / MAX: 481.12MIN: 156.69 / MAX: 307.87MIN: 166.24 / MAX: 288.23MIN: 160.24 / MAX: 299.46MIN: 179.63 / MAX: 337.24MIN: 200.79 / MAX: 358.32MIN: 133.23 / MAX: 255.751. (CC) gcc options: -pthread

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216140K280K420K560K700KSE +/- 914.97, N = 3SE +/- 164.78, N = 3SE +/- 884.68, N = 3SE +/- 200.00, N = 3SE +/- 786.96, N = 3SE +/- 862.18, N = 3SE +/- 752.01, N = 3SE +/- 425.09, N = 3SE +/- 1865.15, N = 3631283632601649693519964632455629690632431649164515697

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421690180270360450SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.95, N = 3122.7681.1449.84197.91298.30244.75155.3794.19395.44MIN: 121.68MIN: 79.72MIN: 48.76MIN: 195.97MIN: 297.84MIN: 242.31MIN: 154.79MIN: 93.73MIN: 390.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216612182430SE +/- 0.03810, N = 3SE +/- 0.05690, N = 3SE +/- 0.11249, N = 3SE +/- 0.06619, N = 3SE +/- 0.02235, N = 3SE +/- 0.03525, N = 3SE +/- 0.06005, N = 3SE +/- 0.03914, N = 3SE +/- 0.12220, N = 311.0726010.665307.8270613.6031022.4866018.9840018.6129012.6863023.612901. (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

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 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163691215SE +/- 0.02081, N = 3SE +/- 0.00482, N = 3SE +/- 0.01183, N = 3SE +/- 0.01534, N = 3SE +/- 0.00212, N = 3SE +/- 0.02077, N = 3SE +/- 0.00265, N = 3SE +/- 0.00377, N = 3SE +/- 0.02765, N = 35.727913.212813.659645.565008.827108.685905.714394.8317010.90140MIN: 5.56MIN: 2.99MIN: 3.47MIN: 5.18MIN: 8.65MIN: 8.38MIN: 5.6MIN: 4.76MIN: 10.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 192 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163691215SE +/- 0.117, N = 3SE +/- 0.096, N = 3SE +/- 0.148, N = 3SE +/- 0.104, N = 15SE +/- 0.029, N = 3SE +/- 0.021, N = 3SE +/- 0.056, N = 3SE +/- 0.016, N = 3SE +/- 0.075, N = 310.44910.2069.13710.97811.12210.35510.3308.20311.4301. (CC) gcc options: -O3 -pthread -lz

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42168001600240032004000SE +/- 3.91, N = 3SE +/- 31.78, N = 3SE +/- 20.06, N = 3SE +/- 0.79, N = 3SE +/- 0.62, N = 3SE +/- 0.37, N = 3SE +/- 4.16, N = 3SE +/- 25.11, N = 3SE +/- 1.52, N = 32359.133912.303430.281497.751002.091201.542137.033432.16765.491. (CXX) g++ options: -rdynamic

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421648121620SE +/- 0.099, N = 15SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.372, N = 15SE +/- 0.069, N = 9SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.067, N = 3SE +/- 0.047, N = 39.8987.1557.48116.9207.0426.4096.4514.1157.8191. (CXX) g++ options: -rdynamic

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421615K30K45K60K75KSE +/- 31.12, N = 3SE +/- 190.70, N = 3SE +/- 115.61, N = 3SE +/- 157.62, N = 3SE +/- 13.76, N = 3SE +/- 54.67, N = 3SE +/- 23.98, N = 3SE +/- 151.80, N = 3SE +/- 57.24, N = 350932.8849232.2470893.4142220.9422329.3423346.5623859.7932682.1421149.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42161326395265SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 349.2151.7156.9840.5527.1933.0934.6451.9226.461. (CXX) g++ options: -fPIE -fPIC -pie

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 6226RXeon Silver 42165K10K15K20K25KSE +/- 4.48, N = 3SE +/- 4.76, N = 3SE +/- 5.65, N = 3SE +/- 0.31, N = 319424.1122011.2019429.8722004.081. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216612182430SE +/- 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 = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8125.1322.6822.1319.8118.8225.1322.6822.131. (CXX) g++ options: -march=native -O3 -lpthread

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42163691215SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.122, N = 3SE +/- 0.035, N = 3SE +/- 0.041, N = 3SE +/- 0.034, N = 3SE +/- 0.029, N = 3SE +/- 0.042, N = 3SE +/- 0.028, N = 310.45810.4499.39212.54910.28610.1129.9249.12712.030

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421612002400360048006000SE +/- 23.48, N = 4SE +/- 35.02, N = 4SE +/- 19.30, N = 4SE +/- 36.99, N = 4SE +/- 26.49, N = 4SE +/- 11.58, N = 4SE +/- 15.39, N = 4SE +/- 10.79, N = 4487748064711580250964834460945475768

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421615K30K45K60K75KSE +/- 464.43, N = 3SE +/- 193.70, N = 3SE +/- 860.82, N = 5SE +/- 151.51, N = 3SE +/- 36.97, N = 3SE +/- 114.95, N = 3SE +/- 27.89, N = 3SE +/- 129.93, N = 3SE +/- 69.19, N = 358984.1858681.4269175.1252832.4730328.6531197.2231633.6037089.0528301.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216816243240SE +/- 0.05, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 327.9733.0634.4920.4315.8018.4122.0131.1012.85

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421613002600390052006500SE +/- 32.92, N = 3SE +/- 38.41, N = 3SE +/- 88.25, N = 3SE +/- 38.56, N = 4SE +/- 2.61, N = 3SE +/- 2.92, N = 3SE +/- 34.91, N = 3SE +/- 44.67, N = 3SE +/- 19.04, N = 53768.664005.266104.942984.021621.481863.152044.243194.181545.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421614002800420056007000SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 3.29, N = 3SE +/- 1.63, N = 3SE +/- 1.48, N = 3SE +/- 2.03, N = 3SE +/- 6.01, N = 3SE +/- 7.98, N = 3SE +/- 11.26, N = 36159.216157.496320.005061.606164.796133.916161.426313.165024.39MIN: 4154.94 / MAX: 10200.04MIN: 4104.14 / MAX: 10212.45MIN: 4254.97 / MAX: 10469.4MIN: 3412.46 / MAX: 8379.01MIN: 4152.92 / MAX: 10208.98MIN: 4136.23 / MAX: 10160.8MIN: 4158.08 / MAX: 10213.08MIN: 4256.89 / MAX: 10467.36MIN: 3388.65 / MAX: 8334.481. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 421660120180240300SE +/- 2.14, N = 3SE +/- 3.77, N = 4SE +/- 2.89, N = 4SE +/- 1.51, N = 3SE +/- 1.79, N = 3SE +/- 1.23, N = 3SE +/- 3.10, N = 3SE +/- 3.65, N = 4SE +/- 2.39, N = 3237.57256.91233.17206.42172.82224.01221.95265.40173.181. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216510152025SE +/- 0.01392, N = 3SE +/- 0.00159, N = 3SE +/- 0.00369, N = 3SE +/- 0.00821, N = 3SE +/- 0.05476, N = 3SE +/- 0.00134, N = 3SE +/- 0.00297, N = 3SE +/- 0.00251, N = 3SE +/- 0.02388, N = 39.425916.296474.3581710.9379021.4290016.8253012.327107.6960521.47550MIN: 9.32MIN: 6.25MIN: 4.31MIN: 10.86MIN: 21.29MIN: 16.72MIN: 12.27MIN: 7.67MIN: 21.241. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216246810SE +/- 0.00092, N = 3SE +/- 0.00200, N = 3SE +/- 0.00373, N = 3SE +/- 0.00590, N = 3SE +/- 0.01731, N = 3SE +/- 0.01927, N = 3SE +/- 0.00634, N = 3SE +/- 0.00032, N = 3SE +/- 0.01443, N = 32.697001.707491.136083.855125.804204.889663.130061.962797.63646MIN: 2.66MIN: 1.67MIN: 3.82MIN: 5.77MIN: 4.84MIN: 3.1MIN: 1.95MIN: 7.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216612182430SE +/- 0.046, N = 3SE +/- 0.055, N = 3SE +/- 0.251, N = 14SE +/- 0.014, N = 3SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.024, N = 3SE +/- 0.192, N = 3SE +/- 0.021, N = 317.37818.15024.78814.1618.1589.53510.32515.3147.8101. (CXX) g++ options: -O3 -rdynamic -lpng -lz -lfftw3 -lm

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42160.33530.67061.00591.34121.6765SE +/- 0.01, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.060.930.691.001.371.281.270.961.491. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 4216110220330440550SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.97, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.77, N = 3SE +/- 0.15, N = 3SE +/- 0.56, N = 3489.15489.42500.98401.13489.51485.86488.81501.98399.991. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42162004006008001000SE +/- 0.41, N = 3SE +/- 0.61, N = 3SE +/- 0.37, N = 3SE +/- 0.18, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.49, N = 3SE +/- 0.86, N = 3SE +/- 0.91, N = 31024.981025.381051.94841.651024.491020.091024.991051.11837.61MIN: 518.14 / MAX: 2797.53MIN: 522.31 / MAX: 2798.89MIN: 535.04 / MAX: 2870.94MIN: 428.69 / MAX: 2296.48MIN: 507.67 / MAX: 2797.4MIN: 519.31 / MAX: 2788.96MIN: 521.91 / MAX: 2799.45MIN: 532.77 / MAX: 2871.25MIN: 423.28 / MAX: 2294.551. (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 Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8280Xeon Silver 42166001200180024003000SE +/- 0.92, N = 3SE +/- 0.50, N = 3SE +/- 1.10, N = 3SE +/- 1.74, N = 3SE +/- 0.60, N = 3SE +/- 5.86, N = 3SE +/- 2.79, N = 3SE +/- 0.87, N = 3SE +/- 3.38, N = 32797.222797.432868.692294.742798.562779.782795.492867.482291.691. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto


Phoronix Test Suite v10.8.4