Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarks

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2004100-NI-XEONEPYC951&rdt.

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022 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 VE228AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GAVE2282 x Mellanox MT277105.4.0-21-generic (x86_64)AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)2 x VE2282 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E24 x VE2282 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)5 x VE2282 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB7 x VE2282 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)ASPEED8 x VE2282 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)9 x VE228OpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: --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 -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7302: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034Python Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: + Python 3.8.2Security Details- 2 x Xeon Gold 5220R: 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 Gold 5220R: 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 Platinum 8280: 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- 2 x Xeon Platinum 8280: 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 Gold 5218: 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 Gold 6226R: 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- 2 x Xeon Gold 6226R: 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- 2 x Xeon Silver 4216: 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- EPYC 7502P: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- EPYC 7302P: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7272: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7252: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7532: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7352: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7302: itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarkshpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnamd: ATPase Simulation - 327,506 Atomsmrbayes: Primate Phylogeny Analysislammps: Rhodopsin Proteinnettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUjohn-the-ripper: Blowfishjohn-the-ripper: MD5mkl-dnn: IP Batch 1D - f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32dav1d: 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 - 1080poidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solverstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticnumpy: deepspeech: CPUradiance: SMP Parallelintel-mpi: IMB-P2P PingPongpgbench: Buffer Test - Normal Load - Read Onlybasis: 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: django_templateappleseed: Emilyphpbench: PHP Benchmark Suitemlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: openvkl: vklBenchmarkopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkStructuredVolumeembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownoidn: Memorial2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730225.6303100761.293768.663780.59108883.400.60333134.92817.3786159.211024.975489.152797.222359.139.8985132448210002.230092.126802.69700122.7613112.363917.5254.8190177.89321.8470.8143.487.193.9555.563.9847.6210.4229.515333.446935.875732.330143.098337.14985.30249.20927.974.444.463404.690861742358298550185136.699286.78272.15111.072623.3367300.73125.11863230.56119650424.333333598798.57132427.9814027060.67165.9698.24260.56208.30110011316747.3180.64579763128377.4117.922.3910.45813.352950787.791863.151966.6156744.871.15745134.4839.5356133.911020.093485.862779.781201.546.4092554725060004.499853.364324.88966244.7456072.577839.95108.161160.59274.9858.0523.263.702.1428.572.0627.035.3816.051417.660419.610517.795723.604220.34184.28533.08818.412.322.483398.397455381673264321793959.012430.42691.64118.984025.0080313.76126.07801242.51510276849.521739383120.69050946.70821886113.30328.81175.95456.47404.78111411416847.1284.2797462969068.1917.822.2510.11214.909771842.343194.183283.3874255.670.70709128.84815.3146313.161051.111501.982867.483432.164.1154286440900002.394511.462321.9627994.19373716.983497.4742.0758199.08323.2065.4038.466.253.52503.4642.879.4926.280028.773032.247429.206138.310033.04906.03051.91731.103.794.113510.205159628913126876207540.898308.74174.11812.686322.0167330.33118.0937723516653864.768116560887.76669630.6893471069.80198.25110.67287.80246.31107610916446.2197.64950564916467.3617.191.679.12728.8542136046.536104.946284.65140090.320.36226129.98624.7886320.001051.936500.982868.693430.287.4818408478800001.639861.240291.1360849.84371893.721766.3523.1772221.31409.8885.1469.5212.056.5390.916.6771.4318.1845.612153.230457.487051.785368.424158.69457.03356.98234.497.197.153514.60410611971579513383989627.309221.51562.7767.8270621.5896321.82122.22468226.07631821690.550725909916.49008619.8856433138.79100.4766.39187.33129.01107310916445.9154.98075264969363.3517.191.829.39213.013848617.051621.481635.7848143.491.51168147.7348.1586164.791024.493489.512798.561002.097.0422140319126674.756963.994885.80420298.3007189.0310255.2131.088136.86265.4655.8818.873.011.7523.261.6822.224.3712.388214.416315.310413.852619.432116.76853.33927.19315.801.741.883405.035897324243323656181767.156501.218101.71622.486625.9635315.14128.40692241.8979066471.0434783322051.63118755.20916981149.39433.42229.28589.07531.98110111416747.2328.13913363245568.7817.982.4610.28611.888346389.791545.501571.4946723.011.51721193.4667.8105024.39837.612399.992291.69765.4917.8192042418933335.166585.310877.63646395.4417457.8610258.0171.428132.46232.3550.1014.712.341.4018.181.3117.943.4112.431611.382715.279613.882715.591113.49183.30926.46012.851.771.882823.595364311745763508549671.770531.152109.69923.612928.8979272.12135.99744299.7398923779.5507246313376.77991758.24617105149.02432.11229.71593.13531.39134213720457.5345.38996151569781.3620.892.9712.03013.958156576.122044.242094.5358594.501.13586123.70210.3256161.421024.992488.812795.492137.036.4512712625830004.413662.231263.13006155.3685864.265709.1769.1431170.07307.7562.3222.693.682.0229.412.0225.485.5215.994316.809919.347217.422322.459819.32284.34034.63622.012.352.513401.157135397762924461492557.772433.19188.97718.612924.0874318.87119.78717242.00210620968.608695376860.31861544.94322074111.82321.53173.95453.22400.96110311516847.3276.76865463243161.8217.921.939.92426.591077470.674005.263969.60106268.330.58237124.25818.1506157.491025.384489.422797.433912.307.1555348549776672.189751.497241.7074981.14002987.082871.1136.3716203.10358.6273.9542.277.093.7155.563.8845.4510.5628.960231.731834.691931.311740.432534.80305.43151.71033.064.51834.323410.383938752037298389451436.595279.68270.60810.665323.1916304.16123.38702233.04220467429.521739587882.23269927.2263474959.45163.3296.41257.01207.41110411316747.1177.66114863260174.6317.772.0810.44923.157465509.982984.023144.7085606.530.76982194.50414.1615061.60841.649401.132294.741497.7516.924102137640002.666993.065903.85512197.9143849.135156.6987.5434159.60272.5559.5127.844.572.6334.482.5532.536.6223.267421.746828.203225.497128.973225.06784.21640.54820.433.433.652817.673053605696966689581045.315347.82786.32513.603127.3948262.78133.01160281.25117176230.536232501697.23823134.6322759278.72218.06125.35333.40272.72134313720457.5222.96851451996494.4521.092.9912.54915.105660515.862361.482370.0473641.980.7387393.6398.6964727.65760.212484.242072.85632.50135.664359326740002.571602.497773.70257137.1062960.0758.6700260.52547.08110.7135.826.852.97503.6425.6410.4230.136328.829034.549531.462634.627530.12464.98446.90315.094.555.043883.475136755145437842066037.014287.12771.55810.580223.0924314.2875.06729218.4763562419.5555556576329.50885525.1423753462.76158.0291.81249.65202.46115513720359.3176.59333552653768.9114.761.8110.61814.350050117.891187.921189.9858479.591.2653785.0406.5474634.44748.684476.772041.01385.86836.302231715270003.651293.886624.66729233.0465477.9599.0346196.28435.6991.6820.914.011.6529.412.1414.086.0916.957916.129018.938217.071318.966016.43363.54330.74010.562.672.853852.931658418940704223622352.963385.46483.01116.707926.0624315.5279.41337215.3192025941.0694445343164.84037539.48423577101.77270.75148.39408.87343.69117313920859.9266.58388451135361.3215.052.0810.81917.228151917.571720.661729.9477169.320.9067487.8786.6684513.84725.882462.001980.45522.53861.273239321626673.066063.492143.58814179.7673797.0478.0173223.20496.4497.5826.555.232.0835.712.7816.397.812521.617620.571422.861020.733723.022819.88934.17843.45212.603.594.053643.546761563291955708387442.839327.01477.44612.560126.4166306.3688.31627225.7191892211.6018518434370.50456830.1292934473.50190.02110.86320.14243.03121614421262.6232.7753549727375.9116.172.1411.49615.761951383.441152.671154.1860944.501.2879087.9376.0944513.43726.189462.541980.28379.38354.532149914966673.780304.074014.78499237.9025653.28104.641169.42399.1786.2218.413.651.4024.391.9411.245.4014.699513.960415.593013.994115.479113.44903.44828.8428.692.622.843705.351737372880653822434554.270400.47785.55717.187728.5083306.2589.12417230.5031486726.0972222293576.83993040.86620817102.38269.88154.23455.41346.49120814421562.4296.23261349362469.1115.522.2111.224172.9112534605.67424256107542.79279333.920786163.004500.114556.78156257.790.3989397.7806.3364652.83748.575476.652041.94611.42031.828373750110002.273572.388432.5341878.12601532.7839.8210296.06649.45137.1258.8211.905.0276.926.4138.4617.8650.321347.886252.288147.111751.967645.12526.68874.04924.848.359.323783.18104113097571413344981025.983217.74364.6936.8454924.4033307.6978.48293221.2822030305.8855210.42550817.3405952935.8682.1360.11171.38111.91117013921060.8176.22570951575865.6017.231.9510.91328.400776616.993111.253268.21112998.010.54038102.2916.7824445.94714.461455.361952.33477.30241.156014636680002.526512.769452.57764110.1942128.0650.6157261.12566.85125.0342.878.853.6956.374.7828.3113.1637.460735.620439.400335.214338.948833.69405.65348.84419.806.046.783647.3335819735498510133844430.876248.56870.2878.7449825.3589296.1483.04345232.12019790.5694444585293.24046121.0584786647.23112.1675.45206.09150.88123014621663.4188.30641348524370.2816.502.2911.531361.3115225641.59848570983017.02702740.043236.135238.402339.444634.237436.524721.3527.453675121.592362.432378.6598171.950.6602486.5698.2824657.48749.604476.802042.17585.59661.004188629466672.477182.707013.42973130.2762742.5459.9134240.37533.12109.9835.307.092.8347.443.7921.7410.5329.218527.745030.409127.468730.517126.41024.71947.34615.985.035.383774.882072761863637560136434.327264.63168.9769.8855824.6163317.9985.80814220.8182028229.3611111493577.85424124.0213569055.25139.1086.03243.32182.08116713920859.8190.22974751059976.0415.832.1511.053307.5315452697.93181872351924.67567631.911928.626030.202530.863327.402328.676217.26OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 325.6313.3514.9128.8513.0111.8913.9626.5923.1615.1114.3517.2315.7633.9228.4027.451. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 332.31, N = 3SE +/- 135.04, N = 3SE +/- 224.29, N = 3SE +/- 56.64, N = 3SE +/- 1659.34, N = 12SE +/- 382.10, N = 3SE +/- 683.85, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9860515.8650117.8951917.5751383.4486163.0076616.9975121.591. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 4.94, N = 3SE +/- 0.15, N = 3SE +/- 0.94, N = 3SE +/- 0.29, N = 3SE +/- 56.51, N = 3SE +/- 27.30, N = 3SE +/- 0.96, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.022361.481187.921720.661152.674500.113111.252362.431. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 8.01, N = 3SE +/- 0.84, N = 3SE +/- 1.65, N = 3SE +/- 0.35, N = 3SE +/- 24.68, N = 3SE +/- 1.03, N = 3SE +/- 0.27, N = 33780.591966.613283.386284.651635.781571.492094.533969.603144.702370.041189.981729.941154.184556.783268.212378.651. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 396.14, N = 3SE +/- 420.26, N = 3SE +/- 111.79, N = 3SE +/- 745.23, N = 3SE +/- 2358.57, N = 15SE +/- 411.58, N = 3SE +/- 1376.97, N = 4108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5373641.9858479.5977169.3260944.50156257.79112998.0198171.951. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00023, N = 3SE +/- 0.00090, N = 3SE +/- 0.00127, N = 3SE +/- 0.00041, N = 3SE +/- 0.00053, N = 3SE +/- 0.00057, N = 3SE +/- 0.00004, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.738731.265370.906741.287900.398930.540380.66024

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 1.48, N = 3SE +/- 1.28, N = 4134.93134.48128.85129.99147.73193.47123.70124.26194.5093.6485.0487.8887.9497.78102.2986.57-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.123, N = 3SE +/- 0.092, N = 3SE +/- 0.241, N = 15SE +/- 0.041, N = 3SE +/- 0.178, N = 12SE +/- 0.101, N = 15SE +/- 0.053, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.1618.6966.5476.6686.0946.3366.7828.282-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214002800420056007000SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 1.59, N = 3SE +/- 2.23, N = 3SE +/- 1.21, N = 3SE +/- 2.64, N = 3SE +/- 3.15, N = 3SE +/- 0.92, N = 3SE +/- 0.88, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.604727.654634.444513.844513.434652.834445.944657.48-lgmp - MIN: 4154.94 / MAX: 10200.04-lgmp - MIN: 4136.23 / MAX: 10160.8-lgmp - MIN: 4256.89 / MAX: 10467.36-lgmp - MIN: 4254.97 / MAX: 10469.4-lgmp - MIN: 4152.92 / MAX: 10208.98-lgmp - MIN: 3388.65 / MAX: 8334.48-lgmp - MIN: 4158.08 / MAX: 10213.08-lgmp - MIN: 4104.14 / MAX: 10212.45-lgmp - MIN: 3412.46 / MAX: 8379.01MIN: 3409.66 / MAX: 7332.57MIN: 3318.44 / MAX: 7221.57MIN: 3246.55 / MAX: 7005.21MIN: 3233.68 / MAX: 7002.85MIN: 3338.25 / MAX: 7221.47MIN: 3208.14 / MAX: 6890.98MIN: 3357.45 / MAX: 7222.781. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022004006008001000SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.88, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.65760.21748.68725.88726.19748.58714.46749.60-lgmp - MIN: 518.14 / MAX: 2797.53-lgmp - MIN: 519.31 / MAX: 2788.96-lgmp - MIN: 532.77 / MAX: 2871.25-lgmp - MIN: 535.04 / MAX: 2870.94-lgmp - MIN: 507.67 / MAX: 2797.4-lgmp - MIN: 423.28 / MAX: 2294.55-lgmp - MIN: 521.91 / MAX: 2799.45-lgmp - MIN: 522.31 / MAX: 2798.89-lgmp - MIN: 428.69 / MAX: 2296.48MIN: 387.36 / MAX: 2073.88MIN: 381.48 / MAX: 2043.2MIN: 369.86 / MAX: 1979.86MIN: 369.76 / MAX: 1980.63MIN: 381.45 / MAX: 2041.13MIN: 364.04 / MAX: 1948.5MIN: 381.6 / MAX: 2054.891. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.35, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13484.24476.77462.00462.54476.65455.36476.80-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73026001200180024003000SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 0.47, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.46, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.742072.852041.011980.451980.282041.941952.332042.17-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 0.91, N = 3SE +/- 0.75, N = 3SE +/- 5.49, N = 3SE +/- 0.40, N = 3SE +/- 3.17, N = 3SE +/- 6.45, N = 3SE +/- 39.91, N = 122359.131201.543432.163430.281002.09765.492137.033912.301497.75632.50385.87522.54379.38611.42477.30585.601. (CXX) g++ options: -rdynamic

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.328, N = 10SE +/- 0.274, N = 3SE +/- 0.610, N = 3SE +/- 2.480, N = 15SE +/- 0.301, N = 9SE +/- 0.448, N = 3SE +/- 0.896, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.92035.66036.30061.27054.53031.82041.15061.0001. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 5.00, N = 3SE +/- 3.33, N = 3SE +/- 3.67, N = 3SE +/- 102.01, N = 3SE +/- 109.22, N = 3SE +/- 241.14, N = 3SE +/- 1707.81, N = 1251324255474286484084214032042427126534854102143593223173239321499837376014641886-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 1527.53, N = 3SE +/- 577.35, N = 3SE +/- 4409.59, N = 3SE +/- 881.92, N = 3SE +/- 7371.11, N = 3SE +/- 7234.18, N = 3SE +/- 2333.33, N = 34821000250600040900007880000191266718933332583000497766737640002674000152700021626671496667501100036680002946667-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00693, N = 3SE +/- 0.01025, N = 3SE +/- 0.04032, N = 5SE +/- 0.05038, N = 3SE +/- 0.02065, N = 15SE +/- 0.01718, N = 3SE +/- 0.00493, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.571603.651293.066063.780302.273572.526512.47718MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.39MIN: 3.49MIN: 2.55MIN: 3.45MIN: 1.6MIN: 1.94MIN: 21. (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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.00678, N = 3SE +/- 0.00470, N = 3SE +/- 0.04126, N = 3SE +/- 0.01731, N = 3SE +/- 0.03396, N = 3SE +/- 0.02629, N = 15SE +/- 0.03206, N = 152.126803.364321.462321.240293.994885.310872.231261.497243.065902.497773.886623.492144.074012.388432.769452.70701MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 2.39MIN: 3.68MIN: 3.08MIN: 3.83MIN: 1.99MIN: 2.22MIN: 2.251. (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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.00653, N = 3SE +/- 0.00876, N = 3SE +/- 0.02169, N = 3SE +/- 0.02782, N = 3SE +/- 0.05010, N = 15SE +/- 0.04373, N = 3SE +/- 0.01386, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855123.702574.667293.588144.784992.534182.577643.42973MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 1.67MIN: 3.82MIN: 3.32MIN: 4.44MIN: 3.37MIN: 4.46MIN: 2.08MIN: 2.34MIN: 3.161. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 1.22, N = 3SE +/- 0.18, N = 3SE +/- 1.78, N = 3SE +/- 0.26, N = 3SE +/- 0.78, N = 15SE +/- 0.98, N = 3SE +/- 1.68, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91137.11233.05179.77237.9078.13110.19130.28MIN: 121.68MIN: 242.31MIN: 93.73MIN: 48.76MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 132.8MIN: 230.71MIN: 173.07MIN: 230.85MIN: 70.6MIN: 103.89MIN: 123.861. (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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730216003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 12.08, N = 3SE +/- 1.31, N = 3SE +/- 0.46, N = 3SE +/- 0.61, N = 3SE +/- 1.59, N = 3SE +/- 0.31, N = 3SE +/- 2.02, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.132960.075477.953797.045653.281532.782128.062742.54MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 2928.91MIN: 5468.42MIN: 3795.22MIN: 5647.37MIN: 1522.65MIN: 2124.9MIN: 2732.661. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42162K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.69MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 1757.1MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.071. (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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.91, N = 3SE +/- 0.72, N = 12SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.46, N = 12SE +/- 0.73, N = 654.82108.1642.0823.18131.09171.4369.1436.3787.5458.6799.0378.02104.6439.8250.6259.91MIN: 54.08MIN: 106.43MIN: 41.31MIN: 22MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 56.69MIN: 94.31MIN: 69.39MIN: 99.15MIN: 35.78MIN: 42.41MIN: 53.41. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730260120180240300SE +/- 0.84, N = 3SE +/- 0.78, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.81, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 1.32, N = 3SE +/- 0.59, N = 3SE +/- 0.42, N = 3177.89160.59199.08221.31136.86132.46170.07203.10159.60260.52196.28223.20169.42296.06261.12240.37MIN: 103.41 / MAX: 190.93MIN: 110.85 / MAX: 181MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.6MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 100.88 / MAX: 178.21MIN: 158.5 / MAX: 277.52MIN: 145.91 / MAX: 217.23MIN: 141.07 / MAX: 243.94MIN: 127.73 / MAX: 188.86MIN: 95.29 / MAX: 338.33MIN: 115.95 / MAX: 285.13MIN: 132.01 / MAX: 259.251. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140280420560700SE +/- 3.79, N = 6SE +/- 2.31, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 1.26, N = 3SE +/- 1.97, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 4.57, N = 3SE +/- 0.35, N = 3SE +/- 0.85, N = 3SE +/- 1.73, N = 3SE +/- 0.17, N = 3SE +/- 1.70, N = 3SE +/- 1.17, N = 3SE +/- 3.06, N = 3321.84274.98323.20409.88265.46232.35307.75358.62272.55547.08435.69496.44399.17649.45566.85533.12MIN: 175.96 / MAX: 365.43MIN: 160.24 / MAX: 299.46MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.75MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 156.69 / MAX: 307.87MIN: 346.15 / MAX: 603.46MIN: 302.41 / MAX: 471.34MIN: 310.03 / MAX: 543.56MIN: 287.39 / MAX: 430.5MIN: 203.53 / MAX: 748.16MIN: 238.04 / MAX: 631.84MIN: 313.35 / MAX: 590.661. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 370.8158.0565.4085.1455.8850.1062.3273.9559.51110.7191.6897.5886.22137.12125.03109.98MIN: 54.24 / MAX: 115.34MIN: 42.73 / MAX: 119.59MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.49MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 45.13 / MAX: 93.29MIN: 78 / MAX: 183.07MIN: 62.47 / MAX: 183.37MIN: 66.87 / MAX: 181.32MIN: 58.99 / MAX: 170.38MIN: 99.13 / MAX: 213.36MIN: 91.31 / MAX: 182.43MIN: 76.69 / MAX: 176.261. (CC) gcc options: -pthread

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.07, N = 12SE +/- 0.11, N = 12SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.41, N = 343.4823.2638.4669.5218.8714.7122.6942.2727.8435.8220.9126.5518.4158.8242.8735.30MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 23.81MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 17.86 / MAX: 28.57MIN: 32.26 / MAX: 38.46MIN: 20.41 / MAX: 22.22MIN: 18.87 / MAX: 28.57MIN: 12.99 / MAX: 19.61MIN: 27.03 / MAX: 62.5MIN: 24.39 / MAX: 45.45MIN: 23.26 / MAX: 38.46

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 127.193.706.2512.053.012.343.687.094.576.854.015.233.6511.908.857.09MIN: 6.45 / MAX: 7.25MIN: 3.66 / MAX: 3.73MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 4.08 / MAX: 4.61MIN: 6.76 / MAX: 6.99MIN: 3.97 / MAX: 4.05MIN: 4.83 / MAX: 5.29MIN: 3.32 / MAX: 3.7MIN: 7.75 / MAX: 12.05MIN: 7.46 / MAX: 9.01MIN: 5.49 / MAX: 7.19

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 7SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 53.952.143.526.531.751.402.023.712.632.971.652.081.405.023.692.83MIN: 3.41 / MAX: 3.98MIN: 2.13 / MAX: 2.15MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.74 / MAX: 1.76MAX: 1.41MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 2.35 / MAX: 2.64MIN: 2.96 / MAX: 2.99MIN: 1.64MIN: 1.78 / MAX: 2.09MIN: 1.18 / MAX: 1.41MIN: 3.64 / MAX: 5.08MIN: 3.12 / MAX: 3.72MIN: 2.44 / MAX: 2.86

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.82, N = 4SE +/- 0.18, N = 1255.5628.5750.0090.9123.2618.1829.4155.5634.4850.0029.4135.7124.3976.9256.3747.44MIN: 24.39MIN: 26.32 / MAX: 29.41MIN: 43.48MIN: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52MIN: 26.32MIN: 19.23MIN: 18.87 / MAX: 35.71MIN: 45.45 / MAX: 52.63MIN: 27.78MIN: 16.95 / MAX: 37.04MIN: 13.89 / MAX: 25.64MIN: 18.87 / MAX: 83.33MIN: 18.18 / MAX: 62.5MIN: 19.23 / MAX: 50

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 153.982.063.466.671.681.312.023.882.553.642.142.781.946.414.783.79MIN: 3.64 / MAX: 4.02MIN: 2.04 / MAX: 2.07MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 1.67MIN: 1.3 / MAX: 1.32MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 2.28 / MAX: 2.57MIN: 3.61 / MAX: 3.68MIN: 2.12 / MAX: 2.16MIN: 2.58 / MAX: 2.81MIN: 1.85 / MAX: 1.96MIN: 5.43 / MAX: 6.49MIN: 4.33 / MAX: 4.83MIN: 3.37 / MAX: 3.85

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.08, N = 4SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.26, N = 3SE +/- 0.00, N = 1247.6227.0342.8771.4322.2217.9425.4845.4532.5325.6414.0816.3911.2438.4628.3121.74MIN: 16.67 / MAX: 50MIN: 24.39MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 21.28MIN: 16.95 / MAX: 18.18MIN: 24.39 / MAX: 25.64MIN: 20MIN: 14.93 / MAX: 33.33MIN: 25 / MAX: 26.32MIN: 13.7 / MAX: 14.29MIN: 9.62 / MAX: 16.95MIN: 8.4 / MAX: 11.49MIN: 10.87 / MAX: 41.67MIN: 10.87 / MAX: 29.41MIN: 10.42 / MAX: 22.22

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730248121620SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0299, N = 3SE +/- 0.0000, N = 12SE +/- 0.0064, N = 3SE +/- 0.0000, N = 15SE +/- 0.0076, N = 4SE +/- 0.0373, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0046, N = 8SE +/- 0.0000, N = 3SE +/- 0.0097, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 1210.42005.38009.490018.18004.37003.41005.520010.56006.620010.42006.09007.81255.400017.860013.160010.5300MIN: 8.47 / MAX: 10.53MIN: 5.29 / MAX: 5.46MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 10.1 / MAX: 10.75MIN: 5.99 / MAX: 6.17MIN: 6.17 / MAX: 7.94MIN: 5.13 / MAX: 5.49MIN: 10.2 / MAX: 18.18MIN: 8.7 / MAX: 13.51MIN: 7.69 / MAX: 10.75

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021122334455SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.5216.0526.2845.6112.3912.4315.9928.9623.2730.1416.9621.6214.7050.3237.4629.22MIN: 29.05 / MAX: 30.15MIN: 15.89 / MAX: 16.22MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 12.32 / MAX: 12.5MIN: 12.35 / MAX: 12.55MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 23 / MAX: 23.64MIN: 29.74 / MAX: 31.03MIN: 16.81 / MAX: 17.23MIN: 21.28 / MAX: 22.21MIN: 14.56 / MAX: 15.02MIN: 49.47 / MAX: 51.96MIN: 36.72 / MAX: 38.65MIN: 28.86 / MAX: 29.79

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 333.4517.6628.7753.2314.4211.3816.8131.7321.7528.8316.1320.5713.9647.8935.6227.75MIN: 32.87 / MAX: 34.13MIN: 17.5 / MAX: 17.85MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 21.43 / MAX: 22.13MIN: 28.5 / MAX: 29.62MIN: 16 / MAX: 16.42MIN: 20.24 / MAX: 21.16MIN: 13.81 / MAX: 14.32MIN: 47 / MAX: 49.42MIN: 34.41 / MAX: 36.76MIN: 27.34 / MAX: 28.39

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 335.8819.6132.2557.4915.3115.2819.3534.6928.2034.5518.9422.8615.5952.2939.4030.41MIN: 35.51 / MAX: 36.33MIN: 19.5 / MAX: 19.79MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 27.97 / MAX: 28.53MIN: 33.82 / MAX: 35.38MIN: 18.83 / MAX: 19.14MIN: 22.24 / MAX: 23.34MIN: 15.52 / MAX: 15.76MIN: 50.09 / MAX: 53.71MIN: 38.87 / MAX: 40.63MIN: 29.63 / MAX: 30.96

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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 332.3317.8029.2151.7913.8513.8817.4231.3125.5031.4617.0720.7313.9947.1135.2127.47MIN: 31.97 / MAX: 32.83MIN: 17.67 / MAX: 17.93MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 13.79 / MAX: 13.97MIN: 13.82 / MAX: 13.97MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 25.3 / MAX: 25.83MIN: 31.27 / MAX: 31.96MIN: 16.97 / MAX: 17.25MIN: 20.37 / MAX: 21.05MIN: 13.91 / MAX: 14.18MIN: 46.48 / MAX: 48.23MIN: 34.72 / MAX: 36.08MIN: 27.26 / MAX: 27.87

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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 343.1023.6038.3168.4219.4315.5922.4640.4328.9734.6318.9723.0215.4851.9738.9530.52MIN: 42.68 / MAX: 43.7MIN: 23.45 / MAX: 23.8MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 28.72 / MAX: 29.29MIN: 34.39 / MAX: 35.22MIN: 18.87 / MAX: 19.16MIN: 22.85 / MAX: 23.35MIN: 15.06 / MAX: 15.78MIN: 51.28 / MAX: 53.24MIN: 38.41 / MAX: 40.05MIN: 30.27 / MAX: 31.01

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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 337.1520.3433.0558.6916.7713.4919.3234.8025.0730.1216.4319.8913.4545.1333.6926.41MIN: 36.74 / MAX: 37.69MIN: 20.23 / MAX: 20.53MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 24.86 / MAX: 25.34MIN: 29.91 / MAX: 30.7MIN: 16.33 / MAX: 16.6MIN: 19.72 / MAX: 20.14MIN: 13.14 / MAX: 13.62MIN: 44.54 / MAX: 46.54MIN: 33.22 / MAX: 34.67MIN: 26.19 / MAX: 26.82

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 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.019, N = 3SE +/- 0.014, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.081, N = 3SE +/- 0.061, N = 3SE +/- 0.038, N = 15SE +/- 0.044, N = 3SE +/- 0.065, N = 3SE +/- 0.090, N = 3SE +/- 0.056, N = 155.3024.2856.0307.0333.3393.3094.3405.4314.2164.9843.5434.1783.4486.6885.6534.7191. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.47, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 3SE +/- 0.30, N = 3SE +/- 0.87, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 349.2133.0951.9256.9827.1926.4634.6451.7140.5546.9030.7443.4528.8474.0548.8447.351. (CXX) g++ options: -fPIE -fPIC -pie

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 15SE +/- 0.17, N = 15SE +/- 0.04, N = 3SE +/- 0.28, N = 15SE +/- 0.06, N = 3SE +/- 0.11, N = 327.9718.4131.1034.4915.8012.8522.0133.0620.4315.0910.5612.608.6924.8419.8015.98

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.0120, N = 3SE +/- 0.0243, N = 3SE +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0034, N = 3SE +/- 0.0165, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0265, N = 3SE +/- 0.0713, N = 3SE +/- 0.0378, N = 3SE +/- 0.0169, N = 3SE +/- 0.0177, N = 3SE +/- 0.0279, N = 3SE +/- 0.0520, N = 3SE +/- 0.0183, N = 34.44002.32003.79007.19001.74001.77002.35004.51833.43004.55002.67003.59002.62008.35006.04005.0300MIN: 4.34 / MAX: 4.63MIN: 2.2 / MAX: 2.43MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 1.67 / MAX: 1.79MIN: 1.68 / MAX: 1.85MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 3.33 / MAX: 3.63MIN: 4.36 / MAX: 5MIN: 2.51 / MAX: 2.83MIN: 3.48 / MAX: 3.74MIN: 2.5 / MAX: 2.74MIN: 8.19 / MAX: 9.1MIN: 5.88 / MAX: 6.37MIN: 4.93 / MAX: 5.3

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.30, N = 12SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 94.462.484.117.151.881.882.514.323.655.042.854.052.849.326.785.38MIN: 1.23 / MAX: 4.91MIN: 2.4 / MAX: 2.53MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 1.85 / MAX: 1.92MIN: 1.84 / MAX: 1.92MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 3.56 / MAX: 3.67MIN: 4.92 / MAX: 5.22MIN: 2.79 / MAX: 2.9MIN: 3.94 / MAX: 4.08MIN: 2.76 / MAX: 2.87MIN: 8.8 / MAX: 9.55MIN: 6.42 / MAX: 6.89MIN: 4.91 / MAX: 5.61

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 5.10, N = 3SE +/- 1.90, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.15, N = 3SE +/- 1.23, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 1.18, N = 3SE +/- 22.45, N = 3SE +/- 52.95, N = 3SE +/- 45.15, N = 3SE +/- 48.24, N = 4SE +/- 16.97, N = 3SE +/- 40.64, N = 3SE +/- 11.23, N = 33404.693398.403510.213514.603405.042823.603401.163410.382817.673883.483852.933643.553705.353783.183647.333774.881. (CC) gcc options: -O3 -mavx2

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 184471.68, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 553774.93, N = 3SE +/- 544138.70, N = 3SE +/- 104295.87, N = 3SE +/- 395109.47, N = 3SE +/- 140703.23, N = 3SE +/- 1157750.62, N = 3SE +/- 431768.56, N = 3SE +/- 629934.99, N = 374235829381673266289131211971579532424332311745763977629275203729605696967551454341894070563291953728806513097571497354985761863631. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 375245.33, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 49212.27, N = 3SE +/- 153427.67, N = 3SE +/- 385803.49, N = 3SE +/- 368509.25, N = 3SE +/- 254236.78, N = 3SE +/- 108974.69, N = 3SE +/- 1158643.72, N = 3SE +/- 504781.25, N = 385501851432179396876207513383989636561817350854964461492583894514668958107842066042236223570838743822434513344981010133844475601364

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.34, N = 10SE +/- 0.87, N = 4SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.88, N = 4SE +/- 0.99, N = 4SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.41, N = 10SE +/- 0.49, N = 5SE +/- 0.44, N = 3SE +/- 0.57, N = 4SE +/- 0.64, N = 5SE +/- 0.20, N = 14SE +/- 0.30, N = 9SE +/- 0.37, N = 736.7059.0140.9027.3167.1671.7757.7736.6045.3237.0152.9642.8454.2725.9830.8834.33

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 2.03, N = 3SE +/- 1.84, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 1.73, N = 3SE +/- 1.48, N = 3SE +/- 4.25, N = 3SE +/- 2.04, N = 3SE +/- 5.93, N = 4SE +/- 1.54, N = 3SE +/- 2.07, N = 3SE +/- 1.47, N = 3286.78430.43308.74221.52501.22531.15433.19279.68347.83287.13385.46327.01400.48217.74248.57264.63

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 372.1591.6474.1262.78101.72109.7088.9870.6186.3371.5683.0177.4585.5664.6970.2968.98

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.03810, N = 3SE +/- 0.03525, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.06619, N = 3SE +/- 0.04181, N = 3SE +/- 0.07236, N = 3SE +/- 0.03002, N = 3SE +/- 0.02795, N = 3SE +/- 0.05038, N = 3SE +/- 0.02783, N = 3SE +/- 0.03013, N = 311.0726018.9840012.686307.8270622.4866023.6129018.6129010.6653013.6031010.5802016.7079012.5601017.187706.845498.744989.88558-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302714212835SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 6SE +/- 0.35, N = 4SE +/- 0.03, N = 323.3425.0122.0221.5925.9628.9024.0923.1927.3923.0926.0626.4228.5124.4025.3624.62-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -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 Benchmark2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350SE +/- 0.65, N = 3SE +/- 3.23, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 2.01, N = 3SE +/- 0.89, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.91, N = 3SE +/- 1.78, N = 3SE +/- 1.05, N = 3SE +/- 1.67, N = 3SE +/- 1.58, N = 3SE +/- 1.42, N = 3SE +/- 1.21, N = 3SE +/- 1.19, N = 3300.73313.76330.33321.82315.14272.12318.87304.16262.78314.28315.52306.36306.25307.69296.14317.99

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.75, N = 3SE +/- 1.22, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.71, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 1.00, N = 7SE +/- 0.80, N = 11SE +/- 1.10, N = 3SE +/- 0.25, N = 3SE +/- 1.32, N = 3125.12126.08118.09122.22128.41136.00119.79123.39133.0175.0779.4188.3289.1278.4883.0485.81

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350230.56242.52235.00226.08241.90299.74242.00233.04281.25218.48215.32225.72230.50221.28232.10220.82

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73027M14M21M28M35MSE +/- 12631.77, N = 3SE +/- 20987.71, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 20273.79, N = 3SE +/- 10330.04, N = 3SE +/- 964.66, N = 3SE +/- 18484.88, N = 9SE +/- 2445.21, N = 3SE +/- 720.19, N = 3SE +/- 704.68, N = 3SE +/- 1150.18, N = 319650424.3310276849.5216653864.7731821690.559066471.048923779.5510620968.6120467429.5217176230.543562419.562025941.071892211.601486726.102030305.802019790.572028229.36MIN: 8143 / MAX: 56362584MIN: 4586 / MAX: 28371063MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 90956260MIN: 4337 / MAX: 23652306MIN: 4155 / MAX: 23466581MIN: 4580 / MAX: 27791242MIN: 7824 / MAX: 55096192MIN: 7391 / MAX: 465854281. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 474.33, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 568.07, N = 3SE +/- 4183.51, N = 3SE +/- 766.70, N = 3SE +/- 367.93, N = 3SE +/- 700.67, N = 3SE +/- 10726.55, N = 3SE +/- 854.17, N = 3SE +/- 3217.47, N = 3598798.57383120.69560887.77909916.49322051.63313376.78376860.32587882.23501697.24576329.51343164.84434370.50293576.84855210.43585293.24493577.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 327.9846.7130.6919.8955.2158.2544.9427.2334.6325.1439.4830.1340.8717.3421.0624.021. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214K28K42K56K70KSE +/- 178.87, N = 3SE +/- 50.25, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 69.72, N = 3SE +/- 34.43, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 223.28, N = 3SE +/- 424.01, N = 3SE +/- 202.49, N = 3SE +/- 369.92, N = 3SE +/- 62.58, N = 3SE +/- 123.21, N = 3SE +/- 454.07, N = 3SE +/- 567.95, N = 340270218863471064331169811710522074347492759237534235772934420817595294786635690

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 360.67113.3069.8038.79149.39149.02111.8259.4578.7262.76101.7773.50102.3835.8647.2355.25

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.82, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.36, N = 3165.96328.81198.25100.47433.42432.11321.53163.32218.06158.02270.75190.02269.8882.13112.16139.10

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 398.24175.95110.6766.39229.28229.71173.9596.41125.3591.81148.39110.86154.2360.1175.4586.03

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302130260390520650SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 0.65, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3260.56456.47287.80187.33589.07593.13453.22257.01333.40249.65408.87320.14455.41171.38206.09243.32

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302120240360480600SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 3SE +/- 0.62, N = 3SE +/- 0.05, N = 3SE +/- 0.87, N = 3SE +/- 0.08, N = 3208.30404.78246.31129.01531.98531.39400.96207.41272.72202.46343.69243.03346.49111.91150.88182.08

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230060090012001500SE +/- 1.45, N = 3SE +/- 12.17, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 7.33, N = 3SE +/- 2.52, N = 3SE +/- 7.77, N = 3SE +/- 2.33, N = 3SE +/- 2.96, N = 3SE +/- 1.73, N = 31100111410761073110113421103110413431155117312161208117012301167

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3113114109109114137115113137137139144144139146139

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.58, N = 3167168164164167204168167204203208212215210216208

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 347.347.146.245.947.257.547.347.157.559.359.962.662.460.863.459.8

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730280160240320400180.65284.28197.65154.98328.14345.39276.77177.66222.97176.59266.58232.78296.23176.23188.31190.23

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140K280K420K560K700KSE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 786.96, N = 3SE +/- 1865.15, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 200.00, N = 3SE +/- 3270.88, N = 3SE +/- 1063.79, N = 3SE +/- 1171.51, N = 3SE +/- 2827.91, N = 3SE +/- 544.97, N = 3SE +/- 1441.15, N = 3SE +/- 1762.58, N = 3631283629690649164649693632455515697632431632601519964526537511353497273493624515758485243510599

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 1.07, N = 4SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.44, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.29, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 377.4168.1967.3663.3568.7881.3661.8274.6394.4568.9161.3275.9169.1165.6070.2876.04

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 15SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 15SE +/- 0.24, N = 1517.9217.8217.1917.1917.9820.8917.9217.7721.0914.7615.0516.1715.5217.2316.5015.83

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 14SE +/- 0.02, N = 72.392.251.671.822.462.971.932.082.991.812.082.142.211.952.292.15

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 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 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.024, N = 3SE +/- 0.034, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.035, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.095, N = 3SE +/- 0.028, N = 3SE +/- 0.048, N = 3SE +/- 0.136, N = 6SE +/- 0.027, N = 310.45810.1129.1279.39210.28612.0309.92410.44912.54910.61810.81911.49611.22410.91311.53111.053

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73522 x EPYC 730280160240320400SE +/- 0.61, N = 3SE +/- 5.99, N = 3SE +/- 3.12, N = 9172.91361.31307.53MIN: 1 / MAX: 610MIN: 1 / MAX: 1260MIN: 1 / MAX: 1087

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolume2 x EPYC 72522 x EPYC 73522 x EPYC 73023M6M9M12M15MSE +/- 14948.29, N = 3SE +/- 12651.06, N = 3SE +/- 25872.58, N = 312534605.6715225641.6015452697.93MIN: 580757 / MAX: 52932960MIN: 644487 / MAX: 76303872MIN: 565360 / MAX: 74697480

OpenVKL

Benchmark: vklBenchmarkStructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolume2 x EPYC 72522 x EPYC 73522 x EPYC 730215M30M45M60M75MSE +/- 810709.61, N = 3SE +/- 326427.49, N = 3SE +/- 347341.67, N = 356107542.7970983017.0372351924.68MIN: 735013 / MAX: 453888288MIN: 751305 / MAX: 684373680MIN: 666521 / MAX: 710978184

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.23, N = 3SE +/- 0.14, N = 340.0431.91MIN: 39.17 / MAX: 41.85MIN: 31.46 / MAX: 32.52

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.07, N = 3SE +/- 0.04, N = 336.1428.63MIN: 35.55 / MAX: 37.25MIN: 28.35 / MAX: 29.22

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.22, N = 3SE +/- 0.08, N = 338.4030.20MIN: 36.81 / MAX: 39.85MIN: 29.7 / MAX: 30.89

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.16, N = 3SE +/- 0.07, N = 339.4430.86MIN: 38.67 / MAX: 40.9MIN: 30.51 / MAX: 31.42

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.02, N = 3SE +/- 0.10, N = 334.2427.40MIN: 33.73 / MAX: 35.36MIN: 26.52 / MAX: 28.1

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.41, N = 3SE +/- 0.05, N = 336.5228.68MIN: 34.41 / MAX: 38.36MIN: 28.23 / MAX: 29.35

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: Memorial2 x EPYC 73522 x EPYC 7302510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 321.3517.26

High Performance Conjugate Gradient

Performance / Cost -

OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00360.00720.01080.01440.0180.0070.0080.0080.0100.0100.0090.0100.0060.0160.0120.0130.0090.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

Performance / Cost - Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: BT.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302132639526529.1929.4331.0940.0638.9926.7028.2924.4156.3137.0843.4025.4035.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

Performance / Cost - Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.3170.6340.9511.2681.5851.0921.0791.0371.3351.4091.3801.2880.9531.3351.2290.9741.0321.1211. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

Performance / Cost - Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.32490.64980.97471.29961.62451.0951.1391.0461.3571.4441.3681.3580.9561.3371.2360.9751.0841.1281. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

Performance / Cost - Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302153045607531.5432.8830.7840.3540.3836.6236.9629.7165.7155.1251.4737.4746.571. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAMD

Performance / Cost - ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns x Dollar, Fewer Is BetterNAMD 2.13Performance / Cost - ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250010001500200025002082.701997.762364.271756.931648.131690.041782.901831.311126.181269.441524.871629.791391.791. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed MrBayes Analysis

Performance / Cost - Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny Analysis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302100K200K300K400K500K465771.46232117.66231055.98224033.63179491.60360596.72450471.26232131.0875685.60123029.20104117.41308509.66182487.451. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

LAMMPS Molecular Dynamics Simulator

Performance / Cost - Model: Rhodopsin Protein

OpenBenchmarking.orgns/day Per Dollar, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Performance / Cost - Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00160.00320.00480.00640.0080.0050.0060.0050.0070.0070.0060.0060.0040.0070.0050.0050.0020.0041. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

Performance / Cost - Test: aes256

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73021.17162.34323.51484.68645.8581.7843.5543.9424.3394.2462.1222.1851.9075.2073.2243.8121.4742.2091. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

Performance / Cost - Test: chacha

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.18920.37840.56760.75680.9460.2970.5910.6550.7230.7060.3530.3630.3070.8410.5180.6130.2370.3561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

Performance / Cost - Test: sha512

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.12060.24120.36180.48240.6030.1420.2810.3130.3450.3370.1690.1730.1950.5360.3300.3910.1510.2261. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

Performance / Cost - Test: poly1305-aes

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.51591.03181.54772.06362.57950.8101.6111.7891.9791.9270.9640.9910.8362.2931.4151.6730.6470.9691. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

ArrayFire

Performance / Cost - Test: BLAS CPU

OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterArrayFire 3.7Performance / Cost - Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.33140.66280.99421.32561.6570.6830.6960.6410.6611.4731.3480.6470.2550.4340.3730.3200.1580.2781. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

ArrayFire

Performance / Cost - Test: Conjugate Gradient CPU

OpenBenchmarking.orgms x Dollar, Fewer Is BetterArrayFire 3.7Performance / Cost - Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730230K60K90K120K150K34167.9011061.9311013.699054.409360.4020763.8139186.7288401.1432307.0085778.0064563.52124108.40128588.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

John The Ripper

Performance / Cost - Test: Blowfish

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: Blowfish2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730261218243014.8714.8013.6917.6418.7018.4317.7117.5925.0823.1418.1619.9419.871. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

John The Ripper

Performance / Cost - Test: MD5

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: MD52 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73024008001200160020001396.581451.911222.931635.001780.151715.251625.221078.661715.731544.761264.081216.181397.851. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: IP Batch 1D - Data Type: f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: IP Batch 1D - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302170034005100680085007698.277766.747439.895982.906404.226354.666176.756375.003249.654292.484475.887619.955221.901. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Deconvolution Batch deconv_1d - Data Type: f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K7341.715806.826247.996149.993237.564344.997100.626191.973459.094889.004823.638352.665706.381. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K9310.048439.559077.778843.024541.724955.148928.469178.674153.895023.405665.437774.167229.871. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Convolution Batch conv_alexnet - Data Type: f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302100K200K300K400K500K423770.97422429.87466541.20457920.68225438.97235468.28458368.82339885.77207410.94251673.80281675.97332345.10274621.811. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022M4M6M8M10M10743866.7210481255.8211243642.928636201.888509041.268668506.168914585.087338013.534875375.505315856.006693483.526418228.965781274.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42163M6M9M12M15M13523279.0413531753.7016039132.8011878764.008284005.678331961.2211942894.041. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.

MKL-DNN DNNL

Performance / Cost - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730240K80K120K160K200K189235.19186685.89205021.63198513.62100326.64105550.38202750.51145442.9388140.79109224.22123894.94152656.95126297.451. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Performance / Cost - Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 4K2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.04970.09940.14910.19880.24850.0520.0930.0880.1140.1170.0700.0690.1050.2210.1590.1430.0870.1141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Performance / Cost - Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.11030.22060.33090.44120.55150.0930.1590.1700.2010.2120.1240.1180.2210.4900.3550.3370.1880.2531. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Performance / Cost - Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Chimera 1080p 10-bit2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.02320.04640.06960.09280.1160.0210.0340.0360.0430.0430.0250.0260.0450.1030.0700.0730.0410.0521. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: San Miguel - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00520.01040.01560.02080.0260.0130.0130.0120.0130.0160.0150.0120.0140.0230.0190.0160.0140.0171. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00110.00220.00330.00440.00550.0020.0020.0020.0020.0030.0020.0020.0030.0050.0040.0030.0030.0031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0010.0020.0010.0010.0010.0011. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00740.01480.02220.02960.0370.0160.0170.0150.0160.0200.0190.0150.0200.0330.0260.0210.0190.0231. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0010.0020.0020.0020.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0140.0160.0140.0150.0180.0160.0140.0100.0160.0120.0090.0090.0101. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Performance / Cost - Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00160.00320.00480.00640.0080.0030.0030.0030.0030.0040.0040.0030.0040.0070.0060.0050.0040.0051. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00430.00860.01290.01720.02150.0090.0090.0080.0110.0110.0100.0100.0120.0190.0150.0120.0120.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0100.0100.0090.0100.0120.0110.0090.0120.0180.0150.0120.0120.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00470.00940.01410.01880.02350.0100.0110.0100.0130.0130.0120.0120.0140.0210.0160.0130.0130.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00430.00860.01290.01720.02150.0090.0100.0090.0120.0120.0110.0110.0130.0190.0150.0120.0120.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00470.00940.01410.01880.02350.0120.0140.0120.0130.0150.0140.0130.0140.0210.0160.0130.0130.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0110.0120.0110.0120.0130.0120.0110.0120.0180.0140.0110.0110.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

SVT-AV1

Performance / Cost - Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterSVT-AV1 0.8Performance / Cost - Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00090.00180.00270.00360.00450.0020.0020.0020.0030.0030.0020.0020.0020.0040.0030.0030.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

SVT-AV1

Performance / Cost - Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterSVT-AV1 0.8Performance / Cost - Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00790.01580.02370.03160.03950.0140.0190.0170.0230.0240.0180.0180.0190.0350.0310.0240.0160.0221. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Intel Open Image Denoise

Performance / Cost - Scene: Memorial

OpenBenchmarking.orgImages / Sec Per Dollar, More Is BetterIntel Open Image Denoise 1.0.0Performance / Cost - Scene: Memorial2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0080.0110.0100.0110.0150.0110.0090.0060.0120.0090.0070.0070.0081. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

LuxCoreRender

Performance / Cost - Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: DLSC2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00070.00140.00210.00280.00350.0010.0010.0010.0020.0020.0020.0010.0020.0030.0030.0020.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

LuxCoreRender

Performance / Cost - Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: Rainbow Colors and Prism2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00070.00140.00210.00280.00350.0010.0010.0010.0020.0020.0010.0020.0020.0030.0030.0020.0020.0031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Himeno Benchmark

Performance / Cost - Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure Solver2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.9741.9482.9223.8964.870.9861.9692.1772.4382.3441.1751.2171.5674.3292.6033.1301.2091.7911. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Stockfish

Performance / Cost - Total Time

OpenBenchmarking.orgNodes Per Second Per Dollar, More Is BetterStockfish 9Performance / Cost - Total Time2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K21505.1722113.1720731.6726921.0527413.0225914.4526152.7230461.7047071.9940235.1431493.3032279.5036141.541. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

asmFish

Performance / Cost - 1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second Per Dollar, More Is BetterasmFish 2018-07-23Performance / Cost - 1024 Hash Memory, 26 Depth2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K24768.7925039.3623377.1230298.3630747.7128909.2128884.2031633.9947456.4340774.2032284.0833600.2835864.031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed Linux Kernel Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 5.4Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730230K60K90K120K150K126684.95101854.71105031.9883109.6683827.17106198.69104949.5491757.7147137.0759974.6064255.6893122.0272361.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed LLVM Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K989971.46742915.28783904.95615074.02628560.14811637.16805567.33711787.83343062.96457819.60474164.77749681.09557842.151. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Build2

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250K100K150K200K250K249065.25158172.37159083.82127031.44129105.63204904.42199928.70177392.2873879.79108424.40101299.49211985.59145401.411. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Tungsten Renderer

Performance / Cost - Scene: Hair

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: Hair2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73028K16K24K32K40K38222.6232766.3835169.0427343.7427007.3230950.7031504.7826228.3214870.0317584.1420350.2426374.8620838.801. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Tungsten Renderer

Performance / Cost - Scene: Water Caustic

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: Water Caustic2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730220K40K60K80K100K80558.2943163.8140606.9133463.7734950.8267302.0263446.3657246.0623195.5436983.2433753.8376482.4451891.161. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Numpy Benchmark

Performance / Cost -

OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.07990.15980.23970.31960.39950.0870.1820.2010.2350.2200.1050.1130.1270.3550.2190.2590.0980.1511. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

DeepSpeech

Performance / Cost - Acceleration: CPU

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterDeepSpeech 0.6Performance / Cost - Acceleration: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730290K180K270K360K450K431909.51217610.65200828.42157485.04173811.18358069.13308054.87186091.8170677.90123642.78105523.02250459.05180883.561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Radiance Benchmark

Performance / Cost - Test: SMP Parallel

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterRadiance Benchmark 5.0Performance / Cost - Test: SMP Parallel2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K795896.57418580.89378326.91347097.76351144.90676287.88651377.32541602.00191633.91316006.60272915.55700013.60465484.341. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Intel MPI Benchmarks

Performance / Cost - Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec Per Dollar, More Is BetterIntel MPI Benchmarks 2019.3Performance / Cost - Test: IMB-P2P PingPong2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302170034005100680085005692.485954.145796.987706.207319.767052.877416.331437.042276.341351.581255.68669.69962.161. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PostgreSQL pgbench

Performance / Cost - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS Per Dollar, More Is BetterPostgreSQL pgbench 12.0Performance / Cost - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730280160240320400173.46221.97205.92270.62259.73202.58216.62232.49385.58310.27247.95194.06234.151. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Basis Universal

Performance / Cost - Settings: UASTC Level 3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 32 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730220K40K60K80K100K96590.4180618.0186346.8867448.8765212.2979009.8580207.7162327.0235140.7642180.6048385.3463510.9350636.271. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Chaos Group V-RAY

Performance / Cost - Mode: CPU

OpenBenchmarking.orgKsamples Per Dollar, More Is BetterChaos Group V-RAY 4.10.07Performance / Cost - Mode: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730261218243011.6712.6810.8614.7715.2111.9711.9115.1426.4920.9617.5815.8716.931. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Performance / Cost - Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: BMW27 - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250K100K150K200K250K209432.84195555.80233645.96172565.16162250.82172523.90182315.52155582.0490575.30102900.00121217.92142445.68116467.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Performance / Cost - Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302150K300K450K600K750K572893.92567526.06677868.88500383.38466540.03473954.64505026.96391731.58240967.50266028.00319537.92338274.56293222.801. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Performance / Cost - Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730280K160K240K320K400K339124.48303689.70358593.92266004.18252401.45279781.82290310.60227596.99132067.10155204.00182608.32227557.20181351.241. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Performance / Cost - Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K899453.12787867.22921305.48686844.54657622.22745843.02772154.40618882.35363894.30448196.00539205.44621567.44512918.561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Performance / Cost - Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K719051.60698650.28832016.72615349.62581792.96601903.82631619.52501898.34305884.10340242.00410244.16455054.08383824.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test Times2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302800K1600K2400K3200K4000K3797200.001922764.001721964.001554036.001600453.003203808.003110388.002863245.001043970.001702400.001430272.003709680.002460036.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

Performance / Cost - Benchmark: float

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: float2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730290K180K270K360K450K390076.00196764.00178296.00158646.00166865.00327926.00317292.00339623.00123710.00201600.00170496.00440336.00293012.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

Performance / Cost - Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302140K280K420K560K700K576484.00289968.00261188.00236232.00243768.00484634.00472464.00503237.00185120.00296800.00254560.00651456.00438464.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

Performance / Cost - Benchmark: django_template

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_template2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730240K80K120K160K200K163279.6081294.6073820.8066585.0068632.30136684.20133170.00147004.7053311.0087640.0073881.60191214.40126058.401. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Appleseed

Performance / Cost - Scene: Emily

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterAppleseed 2.0 BetaPerformance / Cost - Scene: Emily2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302130K260K390K520K650K623589.29490666.83513209.60399961.58401591.32515572.65516395.08437774.88237259.66325885.49350739.41567932.14401004.311. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PHPBench

Performance / Cost - PHP Benchmark Suite

OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark Suite2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302120240360480600182.88364.83404.38445.33435.86217.99224.51212.40574.55355.20416.91160.89242.221. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_ica

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_ica2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730260K120K180K240K300K267219.32117695.94107571.9294214.8889700.82216576.26218746.20170827.8954574.80106274.0081826.24211964.48160292.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_svm

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svm2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730213K26K39K52K65K61859.8430757.3228120.7224190.6226001.9251568.5448844.4436590.0413394.5022638.0018375.6849764.0033369.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregression2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K8250.283883.503847.443439.262800.436036.166924.844486.991851.202996.002616.646906.644532.201. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73028K16K24K32K40K36101.0217453.3116087.3013930.7414399.7230323.0029063.4826322.029628.9116094.4013289.2234777.5023299.721. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenVKL

Performance / Cost - Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73522 x EPYC 73020.03290.06580.09870.13160.16450.1460.1200.1461. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

OpenVKL

Performance / Cost - Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmarkVdbVolume2 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K10586.665048.297330.501. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

OpenVKL

Performance / Cost - Benchmark: vklBenchmarkStructuredVolume

OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmarkStructuredVolume2 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K47388.1323535.4834322.551. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Asian Dragon2 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0130.0151. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0120.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Crown2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0130.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon2 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0130.0151. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 73020.00290.00580.00870.01160.01450.0110.0131. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Embree

Performance / Cost - Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Crown2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0120.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Intel Open Image Denoise

Performance / Cost - Scene: Memorial

OpenBenchmarking.orgImages / Sec Per Dollar, More Is BetterIntel Open Image Denoise 1.2.0Performance / Cost - Scene: Memorial2 x EPYC 73522 x EPYC 73020.00180.00360.00540.00720.0090.0070.0081. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Phoronix Test Suite v10.8.5