AMD EPYC 7F52 Linux Performance Benchmarks - Intel Xeon vs. AMD EPYC Performance

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2004146-PTS-ROMEF13576.

AMD EPYC 7F52 Linux Performance Benchmarks - Intel Xeon vs. AMD EPYC PerformanceProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEED2 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 9.3.0ext42 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 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-WMIntel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GA2 x Mellanox MT277105.4.0-21-generic (x86_64)2 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E22 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E22 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)AMD EPYC 7452 32-Core @ 2.35GHz (64 Cores / 128 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 252GBAMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)ASPEED2 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 504GBAMD EPYC 7F52 16-Core @ 3.50GHz (16 Cores / 32 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2ASPEED2 x AMD EPYC 7F52 16-Core @ 3.50GHz (32 Cores / 64 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2OpenBenchmarking.orgCompiler Details- 2 x Xeon Silver 4216, Xeon Gold 5218, Xeon Gold 5220R, 2 x Xeon Gold 5220R, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x EPYC 7252, 2 x EPYC 7272, EPYC 7302P, 2 x EPYC 7302, 2 x EPYC 7352, 2 x EPYC 7452, EPYC 7502P, 2 x EPYC 7532, EPYC 7F52, 2 x EPYC 7F52: --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 Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 5220R: 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 EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7302: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7452: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034Python Details- 2 x Xeon Silver 4216, Xeon Gold 5218, Xeon Gold 5220R, 2 x Xeon Gold 5220R, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x EPYC 7252, 2 x EPYC 7272, EPYC 7302P, 2 x EPYC 7302, 2 x EPYC 7352, 2 x EPYC 7452, EPYC 7502P, 2 x EPYC 7532, EPYC 7F52, 2 x EPYC 7F52: + Python 3.8.2Security Details- 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- 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 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- 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 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 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 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- 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 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- 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 7452: 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 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- 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- EPYC 7F52: 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 7F52: 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

AMD EPYC 7F52 Linux Performance Benchmarks - Intel Xeon vs. AMD EPYC Performancehpcg: npb: BT.Cnpb: LU.Cnamd: ATPase Simulation - 327,506 Atomsmrbayes: Primate Phylogeny Analysisnettle: aes256nettle: chachanettle: sha512john-the-ripper: Blowfishmkl-dnn: IP Batch 1D - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32dav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - Path Tracerembree: Pathtracer - Crownsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solverstockfish: Total Timebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticnumpy: deepspeech: CPUradiance: SMP Parallelbasis: 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: Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5211.888346389.7946723.011.51721193.4665024.39837.612399.99204245.166587457.86171.428132.46232.3550.102.341.313.4112.43163.30926.4601.771.882823.5953643117457671.770531.152109.69923.612928.8979272.12135.99744299.73958.24617105149.02432.11229.71593.13531.39134213720457.5345.38996151569781.3620.892.9712.03023.157465509.9885606.530.76982194.5045061.60841.649401.13410212.666993849.1387.5434159.60272.5559.514.572.556.6223.26744.21640.5483.433.652817.6730536056969645.315347.82786.32513.603127.3948262.78133.01160281.25134.6322759278.72218.06125.35333.40272.72134313720457.5222.96851451996494.4521.092.9912.54913.013848617.0548143.491.51168147.7346164.791024.493489.51214034.756967189.03131.088136.86265.4655.883.011.684.3712.38823.33927.1931.741.883405.0358973242433267.156501.218101.71622.486625.9635315.14128.40692241.89755.20916981149.39433.42229.28589.07531.98110111416747.2328.13913363245568.7817.982.4610.28613.352950787.7956744.871.15745134.4836133.911020.093485.86255474.499856072.57108.161160.59274.9858.053.702.065.3816.05144.28533.0882.322.483398.3974553816732659.012430.42691.64118.984025.0080313.76126.07801242.51546.70821886113.30328.81175.95456.47404.78111411416847.1284.2797462969068.1917.822.2510.11225.6303100761.29108883.400.60333134.9286159.211024.975489.15513242.230093112.3654.8190177.89321.8470.817.193.9810.4229.51535.30249.2094.444.463404.6908617423582936.699286.78272.15111.072623.3367300.73125.11863230.56127.9814027060.67165.9698.24260.56208.30110011316747.3180.64579763128377.4117.922.3910.45813.958156576.1258594.501.13586123.7026161.421024.992488.81271264.413665864.2669.1431170.07307.7562.323.682.025.5215.99434.34034.6362.352.513401.1571353977629257.772433.19188.97718.612924.0874318.87119.78717242.00244.94322074111.82321.53173.95453.22400.96110311516847.3276.76865463243161.8217.921.939.92426.591077470.67106268.330.58237124.2586157.491025.384489.42534852.189752987.0836.3716203.10358.6273.957.093.8810.5628.96025.43151.7104.51834.323410.3839387520372936.595279.68270.60810.665323.1916304.16123.38702233.04227.2263474959.45163.3296.41257.01207.41110411316747.1177.66114863260174.6317.772.0810.44915.761951383.4460944.501.2879087.9374513.43726.189462.54214993.780305653.28104.641169.42399.1786.223.651.945.4014.69953.44828.8422.622.843705.3517373728806554.270400.47785.55717.187728.5083306.2589.12417230.50340.86620817102.38269.88154.23455.41346.49120814421562.4296.23261349362469.1115.522.2111.22417.228151917.5777169.320.9067487.8784513.84725.882462.00323933.066063797.0478.0173223.20496.4497.585.232.787.812521.61764.17843.4523.594.053643.5467615632919542.839327.01477.44612.560126.4166306.3688.31627225.71930.1292934473.50190.02110.86320.14243.03121614421262.6232.7753549727375.9116.172.1411.49614.350050117.8958479.591.2653785.0404634.44748.684476.77223173.651295477.9599.0346196.28435.6991.684.012.146.0916.95793.54330.7402.672.853852.9316584189407052.963385.46483.01116.707926.0624315.5279.41337215.31939.48423577101.77270.75148.39408.87343.69117313920859.9266.58388451135361.3215.052.0810.81927.453675121.5998171.950.6602486.5694657.48749.604476.80418862.477182742.5459.9134240.37533.12109.987.093.7910.5329.21854.71947.3465.035.383774.8820727618636334.327264.63168.9769.8855824.6163317.9985.80814220.81824.0213569055.25139.1086.03243.32182.08116713920859.8190.22974751059976.0415.832.1511.05328.400776616.99112998.010.54038102.2914445.94714.461455.36601462.526512128.0650.6157261.12566.85125.038.854.7813.1637.46075.65348.8446.046.783647.3335819735498530.876248.56870.2878.7449825.3589296.1483.04345232.121.0584786647.23112.1675.45206.09150.88123014621663.4188.30641348524370.2816.502.2911.53128.797094517.85127813.110.42781103.9144724.39760.062483.85792732.645941621.4640.7123302.35658.09139.8711.246.0616.6747.67656.22771.8317.838.693777.66570312575347526.617224.56364.6827.1249523.9728310.5480.85274215.01817.6965798338.7288.0063.66179.43120.28115513720460.1182.55319551690264.2716.391.9710.78815.105660515.8673641.980.7387393.6394727.65760.212484.24435932.571602960.0758.6700260.52547.08110.716.853.6410.4230.13634.98446.9034.555.043883.4751367551454337.014287.12771.55810.580223.0924314.2875.06729218.47625.1423753462.76158.0291.81249.65202.46115513720359.3176.59333552653768.9114.761.8110.61833.920786163.00156257.790.3989397.7804652.83748.575476.65837372.273571532.7839.8210296.06649.45137.1211.906.4117.8650.32136.68874.0498.359.323783.18104113097571425.983217.74364.6936.8454924.4033307.6978.48293221.28217.3405952935.8682.1360.11171.38111.91117013921060.8176.22570951575865.6017.231.9510.91317.744473752.6273908.821.0617772.1465499.49884.925563.39263493.081434635.580.5278222.23501.21110.884.722.527.1419.30254.92339.1653.213.504370.1328474734210143.909328.76469.54214.063822.5617366.1668.56266181.76333.5312759885.14225.29123.24352.28286.9398711817349.1227.56869160462753.2612.861.789.57133.5182103336.47140931.530.5437972.0935505.70884.591563.07525252.088682329.7255.9310263.77618.87131.668.474.5512.6633.69036.54459.9765.976.674303.7224898575527328.063217.82658.1858.2535721.5359364.8675.34948187.85920.4834079045.31114.5870.15202.28151.3699711917550.0162.26809560697067.4812.991.959.888OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 311.8923.1613.0113.3525.6313.9626.5915.7617.2314.3527.4528.4028.8015.1133.9217.7433.521. (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.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5220K40K60K80K100KSE +/- 4.15, N = 3SE +/- 124.40, N = 3SE +/- 54.74, N = 3SE +/- 44.99, N = 3SE +/- 42.06, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 56.64, N = 3SE +/- 224.29, N = 3SE +/- 135.04, N = 3SE +/- 683.85, N = 3SE +/- 382.10, N = 3SE +/- 167.17, N = 3SE +/- 332.31, N = 3SE +/- 1659.34, N = 12SE +/- 106.91, N = 3SE +/- 507.70, N = 346389.7965509.9848617.0550787.79100761.2956576.1277470.6751383.4451917.5750117.8975121.5976616.9994517.8560515.8686163.0073752.62103336.471. (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.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5230K60K90K120K150KSE +/- 38.08, N = 3SE +/- 91.80, N = 3SE +/- 41.33, N = 3SE +/- 45.25, N = 3SE +/- 135.16, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 745.23, N = 3SE +/- 111.79, N = 3SE +/- 420.26, N = 3SE +/- 1376.97, N = 4SE +/- 411.58, N = 3SE +/- 1050.77, N = 13SE +/- 396.14, N = 3SE +/- 2358.57, N = 15SE +/- 104.78, N = 3SE +/- 719.18, N = 346723.0185606.5348143.4956744.87108883.4058594.50106268.3360944.5077169.3258479.5998171.95112998.01127813.1173641.98156257.7973908.82140931.531. (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 AtomsXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F520.34140.68281.02421.36561.707SE +/- 0.00193, N = 3SE +/- 0.00193, N = 3SE +/- 0.00100, N = 3SE +/- 0.00122, N = 3SE +/- 0.00612, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00041, N = 3SE +/- 0.00127, N = 3SE +/- 0.00090, N = 3SE +/- 0.00004, N = 3SE +/- 0.00057, N = 3SE +/- 0.00017, N = 3SE +/- 0.00023, N = 3SE +/- 0.00053, N = 3SE +/- 0.00041, N = 3SE +/- 0.00040, N = 31.517210.769821.511681.157450.603331.135860.582371.287900.906741.265370.660240.540380.427810.738730.398931.061770.54379

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F524080120160200SE +/- 0.15, N = 3SE +/- 0.67, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 1.28, N = 4SE +/- 1.48, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3193.47194.50147.73134.48134.93123.70124.2687.9487.8885.0486.57102.29103.9193.6497.7872.1572.09-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 -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

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5213002600390052006500SE +/- 11.26, N = 3SE +/- 1.63, N = 3SE +/- 1.48, N = 3SE +/- 2.03, N = 3SE +/- 2.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 2.64, N = 3SE +/- 1.21, N = 3SE +/- 2.23, N = 3SE +/- 0.88, N = 3SE +/- 0.92, N = 3SE +/- 3.07, N = 3SE +/- 1.59, N = 3SE +/- 3.15, N = 3SE +/- 2.02, N = 3SE +/- 1.29, N = 35024.395061.606164.796133.916159.216161.426157.494513.434513.844634.444657.484445.944724.394727.654652.835499.495505.70-lgmp - MIN: 3388.65 / MAX: 8334.48-lgmp - MIN: 3412.46 / MAX: 8379.01-lgmp - MIN: 4152.92 / MAX: 10208.98-lgmp - MIN: 4136.23 / MAX: 10160.8-lgmp - MIN: 4154.94 / MAX: 10200.04-lgmp - MIN: 4158.08 / MAX: 10213.08-lgmp - MIN: 4104.14 / MAX: 10212.45MIN: 3233.68 / MAX: 7002.85MIN: 3246.55 / MAX: 7005.21MIN: 3318.44 / MAX: 7221.57MIN: 3357.45 / MAX: 7222.78MIN: 3208.14 / MAX: 6890.98MIN: 3384.29 / MAX: 7332.66MIN: 3409.66 / MAX: 7332.57MIN: 3338.25 / MAX: 7221.47MIN: 3954.86 / MAX: 8529.53MIN: 3975.88 / MAX: 8530.951. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F522004006008001000SE +/- 0.91, N = 3SE +/- 0.18, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.41, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3837.61841.651024.491020.091024.981024.991025.38726.19725.88748.68749.60714.46760.06760.21748.58884.93884.59-lgmp - MIN: 423.28 / MAX: 2294.55-lgmp - MIN: 428.69 / MAX: 2296.48-lgmp - MIN: 507.67 / MAX: 2797.4-lgmp - MIN: 519.31 / MAX: 2788.96-lgmp - MIN: 518.14 / MAX: 2797.53-lgmp - MIN: 521.91 / MAX: 2799.45-lgmp - MIN: 522.31 / MAX: 2798.89MIN: 369.76 / MAX: 1980.63MIN: 369.86 / MAX: 1979.86MIN: 381.48 / MAX: 2043.2MIN: 381.6 / MAX: 2054.89MIN: 364.04 / MAX: 1948.5MIN: 387.08 / MAX: 2073.4MIN: 387.36 / MAX: 2073.88MIN: 381.45 / MAX: 2041.13MIN: 450.89 / MAX: 2414.24MIN: 450.91 / MAX: 2412.351. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52120240360480600SE +/- 0.56, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.35, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3399.99401.13489.51485.86489.15488.81489.42462.54462.00476.77476.80455.36483.85484.24476.65563.39563.07-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5220K40K60K80K100KSE +/- 24.29, N = 3SE +/- 91.33, N = 3SE +/- 6.03, N = 3SE +/- 77.98, N = 3SE +/- 12.50, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 102.01, N = 3SE +/- 3.67, N = 3SE +/- 3.33, N = 3SE +/- 1707.81, N = 12SE +/- 241.14, N = 3SE +/- 60.01, N = 3SE +/- 5.00, N = 3SE +/- 109.22, N = 3SE +/- 3.00, N = 3SE +/- 16.44, N = 32042441021214032554751324271265348521499323932231741886601467927343593837372634952525-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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521.16252.3253.48754.655.8125SE +/- 0.01398, N = 3SE +/- 0.01245, N = 3SE +/- 0.02145, N = 3SE +/- 0.01148, N = 3SE +/- 0.02205, N = 15SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.05038, N = 3SE +/- 0.04032, N = 5SE +/- 0.01025, N = 3SE +/- 0.00493, N = 3SE +/- 0.01718, N = 3SE +/- 0.03417, N = 3SE +/- 0.00693, N = 3SE +/- 0.02065, N = 15SE +/- 0.00785, N = 3SE +/- 0.00628, N = 35.166582.666994.756964.499852.230094.413662.189753.780303.066063.651292.477182.526512.645942.571602.273573.081432.08868MIN: 4.71MIN: 2.31MIN: 4.33MIN: 4.19MIN: 1.82MIN: 3.68MIN: 1.86MIN: 3.45MIN: 2.55MIN: 3.49MIN: 2MIN: 1.94MIN: 2.31MIN: 2.39MIN: 1.6MIN: 3.01MIN: 1.741. (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: u8s8f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5216003200480064008000SE +/- 0.67, N = 3SE +/- 2.28, N = 3SE +/- 2.58, N = 3SE +/- 5.71, N = 3SE +/- 3.26, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 0.61, N = 3SE +/- 0.46, N = 3SE +/- 1.31, N = 3SE +/- 2.02, N = 3SE +/- 0.31, N = 3SE +/- 1.04, N = 3SE +/- 12.08, N = 3SE +/- 1.59, N = 3SE +/- 1.65, N = 3SE +/- 7.29, N = 37457.863849.137189.036072.573112.365864.262987.085653.283797.045477.952742.542128.061621.462960.071532.784635.502329.72MIN: 7454.84MIN: 3842.7MIN: 7180.23MIN: 6048.56MIN: 3107.3MIN: 5830.88MIN: 2977.12MIN: 5647.37MIN: 3795.22MIN: 5468.42MIN: 2732.66MIN: 2124.9MIN: 1613.85MIN: 2928.91MIN: 1522.65MIN: 4630.21MIN: 2315.261. (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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F524080120160200SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.72, N = 12SE +/- 0.91, N = 3SE +/- 0.73, N = 6SE +/- 0.46, N = 12SE +/- 0.37, N = 12SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.29, N = 3171.4387.54131.09108.1654.8269.1436.37104.6478.0299.0359.9150.6240.7158.6739.8280.5355.93MIN: 170.75MIN: 86.64MIN: 130.56MIN: 106.43MIN: 54.08MIN: 68.48MIN: 34.65MIN: 99.15MIN: 69.39MIN: 94.31MIN: 53.4MIN: 42.41MIN: 34.39MIN: 56.69MIN: 35.78MIN: 78.33MIN: 51.371. (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 4KXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5270140210280350SE +/- 0.15, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.78, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.59, N = 3SE +/- 0.68, N = 3SE +/- 0.07, N = 3SE +/- 1.32, N = 3SE +/- 0.42, N = 3SE +/- 1.17, N = 3132.46159.60136.86160.59177.89170.07203.10169.42223.20196.28240.37261.12302.35260.52296.06222.23263.77MIN: 104.21 / MAX: 150.6MIN: 100.88 / MAX: 178.21MIN: 107.86 / MAX: 153.94MIN: 110.85 / MAX: 181MIN: 103.41 / MAX: 190.93MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 127.73 / MAX: 188.86MIN: 141.07 / MAX: 243.94MIN: 145.91 / MAX: 217.23MIN: 132.01 / MAX: 259.25MIN: 115.95 / MAX: 285.13MIN: 104.52 / MAX: 335.47MIN: 158.5 / MAX: 277.52MIN: 95.29 / MAX: 338.33MIN: 159.28 / MAX: 244.43MIN: 113.47 / MAX: 285.991. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52140280420560700SE +/- 1.97, N = 3SE +/- 4.57, N = 3SE +/- 1.26, N = 3SE +/- 2.31, N = 3SE +/- 3.79, N = 6SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 0.17, N = 3SE +/- 1.73, N = 3SE +/- 0.85, N = 3SE +/- 3.06, N = 3SE +/- 1.17, N = 3SE +/- 6.54, N = 3SE +/- 0.35, N = 3SE +/- 1.70, N = 3SE +/- 0.59, N = 3SE +/- 1.41, N = 3232.35272.55265.46274.98321.84307.75358.62399.17496.44435.69533.12566.85658.09547.08649.45501.21618.87MIN: 133.23 / MAX: 255.75MIN: 156.69 / MAX: 307.87MIN: 166.24 / MAX: 288.23MIN: 160.24 / MAX: 299.46MIN: 175.96 / MAX: 365.43MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 287.39 / MAX: 430.5MIN: 310.03 / MAX: 543.56MIN: 302.41 / MAX: 471.34MIN: 313.35 / MAX: 590.66MIN: 238.04 / MAX: 631.84MIN: 211.11 / MAX: 758.4MIN: 346.15 / MAX: 603.46MIN: 203.53 / MAX: 748.16MIN: 353.46 / MAX: 545.85MIN: 300.44 / MAX: 675.971. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52306090120150SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.47, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 3SE +/- 0.25, N = 3SE +/- 0.22, N = 350.1059.5155.8858.0570.8162.3273.9586.2297.5891.68109.98125.03139.87110.71137.12110.88131.66MIN: 36.69 / MAX: 102.49MIN: 45.13 / MAX: 93.29MIN: 40.96 / MAX: 112.64MIN: 42.73 / MAX: 119.59MIN: 54.24 / MAX: 115.34MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 58.99 / MAX: 170.38MIN: 66.87 / MAX: 181.32MIN: 62.47 / MAX: 183.37MIN: 76.69 / MAX: 176.26MIN: 91.31 / MAX: 182.43MIN: 101.02 / MAX: 215.53MIN: 78 / MAX: 183.07MIN: 99.13 / MAX: 213.36MIN: 74.93 / MAX: 212.32MIN: 90.87 / MAX: 205.631. (CC) gcc options: -pthread

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F523691215SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 7SE +/- 0.01, 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 = 102.344.573.013.707.193.687.093.655.234.017.098.8511.246.8511.904.728.47MIN: 2.3 / MAX: 2.36MIN: 4.08 / MAX: 4.61MIN: 2.98 / MAX: 3.05MIN: 3.66 / MAX: 3.73MIN: 6.45 / MAX: 7.25MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 3.32 / MAX: 3.7MIN: 4.83 / MAX: 5.29MIN: 3.97 / MAX: 4.05MIN: 5.49 / MAX: 7.19MIN: 7.46 / MAX: 9.01MIN: 7.87 / MAX: 11.49MIN: 6.76 / MAX: 6.99MIN: 7.75 / MAX: 12.05MIN: 4.65 / MAX: 4.76MIN: 7.09 / MAX: 8.62

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52246810SE +/- 0.00, N = 3SE +/- 0.00, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 81.312.551.682.063.982.023.881.942.782.143.794.786.063.646.412.524.55MIN: 1.3 / MAX: 1.32MIN: 2.28 / MAX: 2.57MIN: 1.67MIN: 2.04 / MAX: 2.07MIN: 3.64 / MAX: 4.02MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 1.85 / MAX: 1.96MIN: 2.58 / MAX: 2.81MIN: 2.12 / MAX: 2.16MIN: 3.37 / MAX: 3.85MIN: 4.33 / MAX: 4.83MIN: 5.18 / MAX: 6.13MIN: 3.61 / MAX: 3.68MIN: 5.43 / MAX: 6.49MIN: 2.49 / MAX: 2.54MIN: 4.05 / MAX: 4.61

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5248121620SE +/- 0.0000, N = 15SE +/- 0.0000, N = 12SE +/- 0.0064, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0076, N = 4SE +/- 0.0373, N = 3SE +/- 0.0097, N = 3SE +/- 0.0000, N = 3SE +/- 0.0046, N = 8SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 7SE +/- 0.0000, N = 153.41006.62004.37005.380010.42005.520010.56005.40007.81256.090010.530013.160016.670010.420017.86007.140012.6600MIN: 3.33 / MAX: 3.45MIN: 5.52 / MAX: 6.76MIN: 4.29 / MAX: 4.44MIN: 5.29 / MAX: 5.46MIN: 8.47 / MAX: 10.53MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.13 / MAX: 5.49MIN: 6.17 / MAX: 7.94MIN: 5.99 / MAX: 6.17MIN: 7.69 / MAX: 10.75MIN: 8.7 / MAX: 13.51MIN: 9.9 / MAX: 17.24MIN: 10.1 / MAX: 10.75MIN: 10.2 / MAX: 18.18MIN: 7.04 / MAX: 7.25MIN: 8.7 / MAX: 12.99

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521122334455SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 312.4323.2712.3916.0529.5215.9928.9614.7021.6216.9629.2237.4647.6830.1450.3219.3033.69MIN: 12.35 / MAX: 12.55MIN: 23 / MAX: 23.64MIN: 12.32 / MAX: 12.5MIN: 15.89 / MAX: 16.22MIN: 29.05 / MAX: 30.15MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 14.56 / MAX: 15.02MIN: 21.28 / MAX: 22.21MIN: 16.81 / MAX: 17.23MIN: 28.86 / MAX: 29.79MIN: 36.72 / MAX: 38.65MIN: 46.79 / MAX: 49.4MIN: 29.74 / MAX: 31.03MIN: 49.47 / MAX: 51.96MIN: 19.16 / MAX: 19.63MIN: 33.25 / MAX: 34.45

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52246810SE +/- 0.021, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 3SE +/- 0.019, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.044, N = 3SE +/- 0.038, N = 15SE +/- 0.061, N = 3SE +/- 0.056, N = 15SE +/- 0.090, N = 3SE +/- 0.098, N = 15SE +/- 0.081, N = 3SE +/- 0.065, N = 3SE +/- 0.017, N = 3SE +/- 0.069, N = 33.3094.2163.3394.2855.3024.3405.4313.4484.1783.5434.7195.6536.2274.9846.6884.9236.5441. (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: 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521632486480SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.67, N = 3SE +/- 0.47, N = 3SE +/- 0.87, N = 3SE +/- 0.28, N = 3SE +/- 0.24, N = 326.4640.5527.1933.0949.2134.6451.7128.8443.4530.7447.3548.8471.8346.9074.0539.1759.981. (CXX) g++ options: -fPIE -fPIC -pie

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52246810SE +/- 0.0165, N = 3SE +/- 0.0265, N = 3SE +/- 0.0034, N = 3SE +/- 0.0243, N = 3SE +/- 0.0120, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0177, N = 3SE +/- 0.0169, N = 3SE +/- 0.0378, N = 3SE +/- 0.0183, N = 3SE +/- 0.0520, N = 3SE +/- 0.0497, N = 3SE +/- 0.0713, N = 3SE +/- 0.0279, N = 3SE +/- 0.0307, N = 3SE +/- 0.0822, N = 31.77003.43001.74002.32004.44002.35004.51832.62003.59002.67005.03006.04007.83004.55008.35003.21005.9700MIN: 1.68 / MAX: 1.85MIN: 3.33 / MAX: 3.63MIN: 1.67 / MAX: 1.79MIN: 2.2 / MAX: 2.43MIN: 4.34 / MAX: 4.63MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 2.5 / MAX: 2.74MIN: 3.48 / MAX: 3.74MIN: 2.51 / MAX: 2.83MIN: 4.93 / MAX: 5.3MIN: 5.88 / MAX: 6.37MIN: 7.66 / MAX: 8.41MIN: 4.36 / MAX: 5MIN: 8.19 / MAX: 9.1MIN: 3.03 / MAX: 3.37MIN: 5.78 / MAX: 6.58

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F523691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 12SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 9SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 31.883.651.882.484.462.514.322.844.052.855.386.788.695.049.323.506.67MIN: 1.84 / MAX: 1.92MIN: 3.56 / MAX: 3.67MIN: 1.85 / MAX: 1.92MIN: 2.4 / MAX: 2.53MIN: 1.23 / MAX: 4.91MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 2.76 / MAX: 2.87MIN: 3.94 / MAX: 4.08MIN: 2.79 / MAX: 2.9MIN: 4.91 / MAX: 5.61MIN: 6.42 / MAX: 6.89MIN: 8.26 / MAX: 8.85MIN: 4.92 / MAX: 5.22MIN: 8.8 / MAX: 9.55MIN: 3.43 / MAX: 3.51MIN: 6.36 / MAX: 6.75

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F529001800270036004500SE +/- 1.23, N = 3SE +/- 1.18, N = 3SE +/- 1.15, N = 3SE +/- 1.90, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 48.24, N = 4SE +/- 45.15, N = 3SE +/- 52.95, N = 3SE +/- 11.23, N = 3SE +/- 40.64, N = 3SE +/- 38.94, N = 3SE +/- 22.45, N = 3SE +/- 16.97, N = 3SE +/- 50.12, N = 6SE +/- 51.50, N = 32823.602817.673405.043398.403404.693401.163410.383705.353643.553852.933774.883647.333777.673883.483783.184370.134303.721. (CC) gcc options: -O3 -mavx2

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5230M60M90M120M150MSE +/- 406404.40, N = 3SE +/- 553774.93, N = 3SE +/- 188043.56, N = 3SE +/- 184471.68, N = 3SE +/- 316618.77, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 140703.23, N = 3SE +/- 395109.47, N = 3SE +/- 104295.87, N = 3SE +/- 629934.99, N = 3SE +/- 431768.56, N = 3SE +/- 760659.12, N = 3SE +/- 544138.70, N = 3SE +/- 1157750.62, N = 3SE +/- 576960.59, N = 3SE +/- 564284.27, N = 33117457660569696324243323816732674235829397762927520372937288065563291954189407076186363973549851257534757551454313097571447342101857552731. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521632486480SE +/- 0.99, N = 4SE +/- 0.41, N = 10SE +/- 0.88, N = 4SE +/- 0.87, N = 4SE +/- 0.34, N = 10SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.64, N = 5SE +/- 0.57, N = 4SE +/- 0.44, N = 3SE +/- 0.37, N = 7SE +/- 0.30, N = 9SE +/- 0.21, N = 13SE +/- 0.49, N = 5SE +/- 0.20, N = 14SE +/- 0.63, N = 4SE +/- 0.33, N = 371.7745.3267.1659.0136.7057.7736.6054.2742.8452.9634.3330.8826.6237.0125.9843.9128.06

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52110220330440550SE +/- 2.53, N = 3SE +/- 1.73, N = 3SE +/- 3.37, N = 3SE +/- 1.84, N = 3SE +/- 2.03, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 5.93, N = 4SE +/- 2.04, N = 3SE +/- 4.25, N = 3SE +/- 1.47, N = 3SE +/- 2.07, N = 3SE +/- 0.74, N = 3SE +/- 1.48, N = 3SE +/- 1.54, N = 3SE +/- 4.52, N = 4SE +/- 1.04, N = 3531.15347.83501.22430.43286.78433.19279.68400.48327.01385.46264.63248.57224.56287.13217.74328.76217.83

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5220406080100SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.27, N = 3SE +/- 0.31, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3109.7086.33101.7291.6472.1588.9870.6185.5677.4583.0168.9870.2964.6871.5664.6969.5458.19

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52612182430SE +/- 0.12220, N = 3SE +/- 0.06619, N = 3SE +/- 0.02235, N = 3SE +/- 0.03525, N = 3SE +/- 0.03810, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.02795, N = 3SE +/- 0.03002, N = 3SE +/- 0.07236, N = 3SE +/- 0.03013, N = 3SE +/- 0.02783, N = 3SE +/- 0.03655, N = 3SE +/- 0.04181, N = 3SE +/- 0.05038, N = 3SE +/- 0.03523, N = 3SE +/- 0.02403, N = 323.6129013.6031022.4866018.9840011.0726018.6129010.6653017.1877012.5601016.707909.885588.744987.1249510.580206.8454914.063808.25357-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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg1. (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 CausticXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52714212835SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 4SE +/- 0.22, N = 15SE +/- 0.03, N = 3SE +/- 0.28, N = 6SE +/- 0.06, N = 3SE +/- 0.09, N = 328.9027.3925.9625.0123.3424.0923.1928.5126.4226.0624.6225.3623.9723.0924.4022.5621.54-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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg1. (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 BenchmarkXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5280160240320400SE +/- 0.89, N = 3SE +/- 1.91, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.65, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.58, N = 3SE +/- 1.67, N = 3SE +/- 1.05, N = 3SE +/- 1.19, N = 3SE +/- 1.21, N = 3SE +/- 1.10, N = 3SE +/- 1.78, N = 3SE +/- 1.42, N = 3SE +/- 0.90, N = 3SE +/- 0.44, N = 3272.12262.78315.14313.76300.73318.87304.16306.25306.36315.52317.99296.14310.54314.28307.69366.16364.86

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52306090120150SE +/- 1.22, N = 3SE +/- 0.71, N = 3SE +/- 0.75, N = 3SE +/- 1.11, N = 3SE +/- 0.47, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.80, N = 11SE +/- 1.00, N = 7SE +/- 0.03, N = 3SE +/- 1.32, N = 3SE +/- 0.25, N = 3SE +/- 0.97, N = 3SE +/- 0.14, N = 3SE +/- 1.10, N = 3SE +/- 0.14, N = 3SE +/- 0.72, N = 15136.00133.01128.41126.08125.12119.79123.3989.1288.3279.4185.8183.0480.8575.0778.4868.5675.35

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5270140210280350299.74281.25241.90242.52230.56242.00233.04230.50225.72215.32220.82232.10215.02218.48221.28181.76187.86

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521326395265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 358.2534.6355.2146.7127.9844.9427.2340.8730.1339.4824.0221.0617.7025.1417.3433.5320.481. (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: CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5213K26K39K52K65KSE +/- 34.43, N = 3SE +/- 223.28, N = 3SE +/- 69.72, N = 3SE +/- 50.25, N = 3SE +/- 178.87, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 62.58, N = 3SE +/- 369.92, N = 3SE +/- 202.49, N = 3SE +/- 567.95, N = 3SE +/- 454.07, N = 3SE +/- 876.33, N = 3SE +/- 424.01, N = 3SE +/- 123.21, N = 3SE +/- 118.27, N = 3SE +/- 502.31, N = 31710527592169812188640270220743474920817293442357735690478665798337534595292759840790

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52306090120150SE +/- 0.29, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.65, N = 3SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3149.0278.72149.39113.3060.67111.8259.45102.3873.50101.7755.2547.2338.7262.7635.8685.1445.31

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5290180270360450SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.82, N = 3SE +/- 0.44, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3432.11218.06433.42328.81165.96321.53163.32269.88190.02270.75139.10112.1688.00158.0282.13225.29114.58

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5250100150200250SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3229.71125.35229.28175.9598.24173.9596.41154.23110.86148.3986.0375.4563.6691.8160.11123.2470.15

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52130260390520650SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.35, N = 3SE +/- 0.31, N = 3SE +/- 0.12, N = 3SE +/- 0.25, N = 3SE +/- 0.64, N = 3SE +/- 0.85, N = 3SE +/- 0.40, N = 3SE +/- 0.65, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3593.13333.40589.07456.47260.56453.22257.01455.41320.14408.87243.32206.09179.43249.65171.38352.28202.28

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52120240360480600SE +/- 0.46, N = 3SE +/- 0.50, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.87, N = 3SE +/- 0.27, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.17, N = 3531.39272.72531.98404.78208.30400.96207.41346.49243.03343.69182.08150.88120.28202.46111.91286.93151.36

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5230060090012001500SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 2.33, N = 3SE +/- 7.77, N = 3SE +/- 2.52, N = 3SE +/- 1.73, N = 3SE +/- 2.96, N = 3SE +/- 7.33, N = 3SE +/- 1.53, N = 3SE +/- 3.38, N = 3134213431101111411001103110412081216117311671230115511551170987997

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3137137114114113115113144144139139146137137139118119

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5250100150200250SE +/- 0.58, N = 3SE +/- 0.33, N = 3204204167168167168167215212208208216204203210173175

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F521428425670SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 357.557.547.247.147.347.347.162.462.659.959.863.460.159.360.849.150.0

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5280160240320400345.39222.97328.14284.28180.65276.77177.66296.23232.78266.58190.23188.31182.55176.59176.23227.57162.27

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52140K280K420K560K700KSE +/- 1865.15, N = 3SE +/- 200.00, N = 3SE +/- 786.96, N = 3SE +/- 862.18, N = 3SE +/- 914.97, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 2827.91, N = 3SE +/- 1171.51, N = 3SE +/- 1063.79, N = 3SE +/- 1762.58, N = 3SE +/- 1441.15, N = 3SE +/- 1778.87, N = 3SE +/- 3270.88, N = 3SE +/- 544.97, N = 3SE +/- 532.88, N = 3SE +/- 1971.58, N = 3515697519964632455629690631283632431632601493624497273511353510599485243516902526537515758604627606970

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F5220406080100SE +/- 0.80, N = 3SE +/- 1.29, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 1.07, N = 4SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 0.43, N = 3SE +/- 0.58, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.45, N = 3SE +/- 0.48, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.55, N = 381.3694.4568.7868.1977.4161.8274.6369.1175.9161.3276.0470.2864.2768.9165.6053.2667.48

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F52510152025SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 15SE +/- 0.05, N = 3SE +/- 0.24, N = 15SE +/- 0.32, N = 15SE +/- 0.31, N = 15SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 320.8921.0917.9817.8217.9217.9217.7715.5216.1715.0515.8316.5016.3914.7617.2312.8612.99

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F520.67281.34562.01842.69123.364SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 3SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 7SE +/- 0.06, N = 14SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 82.972.992.462.252.391.932.082.212.142.082.152.291.971.811.951.781.95

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R2 x EPYC 72522 x EPYC 7272EPYC 7302P2 x EPYC 73022 x EPYC 73522 x EPYC 7452EPYC 7502P2 x EPYC 7532EPYC 7F522 x EPYC 7F523691215SE +/- 0.028, N = 3SE +/- 0.035, N = 3SE +/- 0.041, N = 3SE +/- 0.034, N = 3SE +/- 0.024, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.028, N = 3SE +/- 0.095, N = 3SE +/- 0.010, N = 3SE +/- 0.027, N = 3SE +/- 0.136, N = 6SE +/- 0.049, N = 3SE +/- 0.011, N = 3SE +/- 0.048, N = 3SE +/- 0.016, N = 3SE +/- 0.029, N = 312.03012.54910.28610.11210.4589.92410.44911.22411.49610.81911.05311.53110.78810.61810.9139.5719.888

Phoronix Test Suite v10.8.4