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&gru.

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532Intel 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 SSDPED1D280GAASPEED3 x VE2282 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 9.3.0ext41920x10802 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM6 x VE228Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE228Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)VE2281024x7682 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1920x1080Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE228Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMVE2281024x7682 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMAMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GA2 x VE2282 x Mellanox MT277105.4.0-21-generic (x86_64)1920x1080AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)VE2282 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E25 x VE2282 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)4 x VE2282 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)9 x VE2282 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)8 x VE2282 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB7 x VE228OpenBenchmarking.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, Xeon Platinum 8280, 2 x Xeon Platinum 8280, EPYC 7302P, EPYC 7502P, 2 x EPYC 7252, 2 x EPYC 7272, 2 x EPYC 7302, 2 x EPYC 7352, 2 x EPYC 7532: --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- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: 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 7532: 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, Xeon Platinum 8280, 2 x Xeon Platinum 8280, EPYC 7302P, EPYC 7502P, 2 x EPYC 7252, 2 x EPYC 7272, 2 x EPYC 7302, 2 x EPYC 7352, 2 x EPYC 7532: + 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- 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- 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- 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 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- 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 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

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarksintel-mpi: IMB-P2P PingPongdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: XFrog Forest - 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 - 1080pembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownhpcg: arrayfire: BLAS CPUoidn: Memorialoidn: Memorialopenvkl: vklBenchmarkopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkStructuredVolumev-ray: CPUluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismnettle: chachanettle: sha512nettle: poly1305-aesnettle: aes256himeno: Poisson Pressure Solverstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthlammps: Rhodopsin Proteinjohn-the-ripper: Blowfishjohn-the-ripper: MD5numpy: phpbench: PHP Benchmark Suitenpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cpgbench: Buffer Test - Normal Load - Read Onlynamd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: django_templatearrayfire: Conjugate Gradient CPUmkl-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 - f32mrbayes: Primate Phylogeny Analysisbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticdeepspeech: CPUradiance: SMP Parallelbasis: UASTC Level 3blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyappleseed: Emilymlpack: 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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75328923779.5507246132.46232.3550.1014.712.341.4018.1817.943.411.3112.431611.382715.279613.882715.591113.49183.30926.46011.8883765.49112.85171051.771.88837.612399.992291.695024.392823.59536431174576350854967.810204241893333272.1251569746389.791545.501571.4946723.01313376.7799171.51721134213720457.57.8195.166585.310877.63646395.4417457.8610258.0171.428193.46671.770531.152109.69923.612928.8979135.99744299.73958.246149.02432.11229.71593.13531.39345.38996181.3620.892.9712.03017176230.536232159.60272.5559.5127.844.572.6334.4832.536.622.5523.267421.746828.203225.497128.973225.06784.21640.54823.15741497.7520.43275923.433.65841.649401.132294.745061.602817.673053605696966689581014.161410213764000262.7851996465509.982984.023144.7085606.53501697.2382310.76982134313720457.516.922.666993.065903.85512197.9143849.135156.6987.5434194.50445.315347.82786.32513.603127.3948133.01160281.25134.63278.72218.06125.35333.40272.72222.96851494.4521.092.9912.5499066471.0434783136.86265.4655.8818.873.011.7523.2622.224.371.6812.388214.416315.310413.852619.432116.76853.33927.19313.01381002.0915.80169811.741.881024.493489.512798.566164.793405.03589732424332365618178.158214031912667315.1463245548617.051621.481635.7848143.49322051.6311871.51168110111416747.27.0424.756963.994885.80420298.3007189.0310255.2131.088147.73467.156501.218101.71622.486625.9635128.40692241.89755.209149.39433.42229.28589.07531.98328.13913368.7817.982.4610.28610276849.521739160.59274.9858.0523.263.702.1428.5727.035.382.0616.051417.660419.610517.795723.604220.34184.28533.08813.35291201.5418.41218862.322.481020.093485.862779.786133.913398.39745538167326432179399.535255472506000313.7662969050787.791863.151966.6156744.87383120.6905091.15745111411416847.16.4094.499853.364324.88966244.7456072.577839.95108.161134.48359.012430.42691.64118.984025.0080126.07801242.51546.708113.30328.81175.95456.47404.78284.2797468.1917.822.2510.11219650424.333333177.89321.8470.8143.487.193.9555.5647.6210.423.9829.515333.446935.875732.330143.098337.14985.30249.20925.63032359.1327.97402704.444.461024.975489.152797.226159.213404.690861742358298550185117.378513244821000300.73631283100761.293768.663780.59108883.40598798.5713240.60333110011316747.39.8982.230092.126802.69700122.7613112.363917.5254.8190134.92836.699286.78272.15111.072623.3367125.11863230.56127.98160.67165.9698.24260.56208.30180.64579777.4117.922.3910.45810620968.608695170.07307.7562.3222.693.682.0229.4125.485.522.0215.994316.809919.347217.422322.459819.32284.34034.63613.95812137.0322.01220742.352.511024.992488.812795.496161.423401.157135397762924461492510.325271262583000318.8763243156576.122044.242094.5358594.50376860.3186151.13586110311516847.36.4514.413662.231263.13006155.3685864.265709.1769.1431123.70257.772433.19188.97718.612924.0874119.78717242.00244.943111.82321.53173.95453.22400.96276.76865461.8217.921.939.92420467429.521739203.10358.6273.9542.277.093.7155.5645.4510.563.8828.960231.731834.691931.311740.432534.80305.43151.71026.59103912.3033.06347494.51834.321025.384489.422797.436157.493410.383938752037298389451418.150534854977667304.1663260177470.674005.263969.60106268.33587882.2326990.58237110411316747.17.1552.189751.497241.7074981.14002987.082871.1136.3716124.25836.595279.68270.60810.665323.1916123.38702233.04227.22659.45163.3296.41257.01207.41177.66114874.6317.772.0810.44916653864.768116199.08323.2065.4038.466.253.525042.879.493.4626.280028.773032.247429.206138.310033.04906.03051.91714.90973432.1631.10347103.794.111051.111501.982867.486313.163510.205159628913126876207515.314428644090000330.3364916471842.343194.183283.3874255.67560887.7666960.70709107610916446.24.1152.394511.462321.9627994.19373716.983497.4742.0758128.84840.898308.74174.11812.686322.0167118.0937723530.68969.80198.25110.67287.80246.31197.64950567.3617.191.679.12731821690.550725221.31409.8885.1469.5212.056.5390.9171.4318.186.6745.612153.230457.487051.785368.424158.69457.03356.98228.85423430.2834.49643317.197.151051.936500.982868.696320.003514.60410611971579513383989624.788840847880000321.82649693136046.536104.946284.65140090.32909916.4900860.36226107310916445.97.4811.639861.240291.1360849.84371893.721766.3523.1772129.98627.309221.51562.7767.8270621.5896122.22468226.07619.88538.79100.4766.39187.33129.01154.98075263.3517.191.829.3922025941.0694445196.28435.6991.6820.914.011.6529.4114.086.092.1416.957916.129018.938217.071318.966016.43363.54330.74014.3500385.86810.56235772.672.85748.684476.772041.014634.443852.93165841894070422362236.547223171527000315.5251135350117.891187.921189.9858479.59343164.8403751.26537117313920859.936.303.651293.886624.66729233.0465477.9599.034685.04052.963385.46483.01116.707926.062479.41337215.31939.484101.77270.75148.39408.87343.69266.58388461.3215.052.0810.8193562419.5555556260.52547.08110.7135.826.852.975025.6410.423.6430.136328.829034.549531.462634.627530.12464.98446.90315.1056632.50115.09375344.555.04760.212484.242072.854727.653883.47513675514543784206608.696435932674000314.2852653760515.862361.482370.0473641.98576329.5088550.73873115513720359.335.662.571602.497773.70257137.1062960.0758.670093.63937.014287.12771.55810.580223.092475.06729218.47625.14262.76158.0291.81249.65202.46176.59333568.9114.761.8110.6181486726.0972222169.42399.1786.2218.413.651.4024.3911.245.401.9414.699513.960415.593013.994115.479113.44903.44828.84215.7619379.3838.69172.9112534605.67424256107542.792793208172.622.84726.189462.541980.284513.433705.35173737288065382243456.094214991496667306.2549362451383.441152.671154.1860944.50293576.8399301.28790120814421562.454.533.780304.074014.78499237.9025653.28104.64187.93754.270400.47785.55717.187728.508389.12417230.50340.866102.38269.88154.23455.41346.49296.23261369.1115.522.2111.2241892211.6018518223.20496.4497.5826.555.232.0835.7116.397.81252.7821.617620.571422.861020.733723.022819.88934.17843.45217.2281522.53812.60293443.594.05725.882462.001980.454513.843643.54676156329195570838746.668323932162667306.3649727351917.571720.661729.9477169.32434370.5045680.90674121614421262.661.273.066063.492143.58814179.7673797.0478.017387.87842.839327.01477.44612.560126.416688.31627225.71930.12973.50190.02110.86320.14243.03232.7753575.9116.172.1411.4962028229.3611111240.37533.12109.9835.307.092.8347.4421.7410.533.7929.218527.745030.409127.468730.517126.41024.71947.34631.911928.626030.202530.863327.402328.676227.4536585.59615.9817.26307.5315452697.93181872351924.675676356905.035.38749.604476.802042.174657.483774.88207276186363756013648.282418862946667317.9951059975121.592362.432378.6598171.95493577.8542410.66024116713920859.861.002.477182.707013.42973130.2762742.5459.913486.56934.327264.63168.9769.8855824.616385.80814220.81824.02155.25139.1086.03243.32182.08190.22974776.0415.832.1511.0532019790.5694444261.12566.85125.0342.878.853.6956.3728.3113.164.7837.460735.620439.400335.214338.948833.69405.65348.84440.043236.135238.402339.444634.237436.524728.4007477.30219.8021.35361.3115225641.59848570983017.027027478666.046.78714.461455.361952.334445.943647.333581973549851013384446.782601463668000296.1448524376616.993111.253268.21112998.01585293.2404610.54038123014621663.441.152.526512.769452.57764110.1942128.0650.6157102.29130.876248.56870.2878.7449825.358983.04345232.121.05847.23112.1675.45206.09150.88188.30641370.2816.502.2911.5312030305.8296.06649.45137.1258.8211.905.0276.9238.4617.866.4150.321347.886252.288147.111751.967645.12526.68874.04933.9207611.42024.84595298.359.32748.575476.652041.944652.833783.1810411309757141334498106.336837375011000307.6951575886163.004500.114556.78156257.79855210.4255080.39893117013921060.831.822.273572.388432.5341878.12601532.7839.821097.78025.983217.74364.6936.8454924.403378.48293221.28217.34035.8682.1360.11171.38111.91176.22570965.6017.231.9510.913OpenBenchmarking.org

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75327M14M21M28M35MSE +/- 7036.00, N = 3SE +/- 20273.79, N = 3SE +/- 10529.89, N = 3SE +/- 20987.71, N = 3SE +/- 12631.77, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 964.66, N = 3SE +/- 10330.04, N = 3SE +/- 2445.21, N = 3SE +/- 18484.88, N = 9SE +/- 1150.18, N = 3SE +/- 704.68, N = 3SE +/- 720.19, N = 38923779.5517176230.549066471.0410276849.5219650424.3310620968.6120467429.5216653864.7731821690.552025941.073562419.561486726.101892211.602028229.362019790.572030305.80MIN: 4155 / MAX: 23466581MIN: 7391 / MAX: 46585428MIN: 4337 / MAX: 23652306MIN: 4586 / MAX: 28371063MIN: 8143 / MAX: 56362584MIN: 4580 / MAX: 27791242MIN: 7824 / MAX: 55096192MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 909562601. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

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 PingPongXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352170034005100680085007706.207416.335796.985954.145692.487319.767052.872276.341437.041255.681351.58962.16669.691. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 4KXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.04970.09940.14910.19880.24850.1140.0690.0880.0930.0520.1170.0700.2210.1050.1430.1590.1140.0871. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.11030.22060.33090.44120.55150.2010.1180.1700.1590.0930.2120.1240.4900.2210.3370.3550.2530.1881. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-bitXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.02320.04640.06960.09280.1160.0430.0260.0360.0340.0210.0430.0250.1030.0450.0730.0700.0520.0411. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00520.01040.01560.02080.0260.0130.0120.0120.0130.0130.0160.0150.0230.0140.0160.0190.0170.0141. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00110.00220.00330.00440.00550.0020.0020.0020.0020.0020.0030.0020.0050.0030.0030.0040.0030.0031. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753260120180240300SE +/- 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 +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.42, N = 3SE +/- 0.59, N = 3SE +/- 1.32, N = 3132.46159.60136.86160.59177.89170.07203.10199.08221.31196.28260.52169.42223.20240.37261.12296.06MIN: 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: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 145.91 / MAX: 217.23MIN: 158.5 / MAX: 277.52MIN: 127.73 / MAX: 188.86MIN: 141.07 / MAX: 243.94MIN: 132.01 / MAX: 259.25MIN: 115.95 / MAX: 285.13MIN: 95.29 / MAX: 338.331. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532140280420560700SE +/- 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 +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 0.85, N = 3SE +/- 0.35, N = 3SE +/- 0.17, N = 3SE +/- 1.73, N = 3SE +/- 3.06, N = 3SE +/- 1.17, N = 3SE +/- 1.70, N = 3232.35272.55265.46274.98321.84307.75358.62323.20409.88435.69547.08399.17496.44533.12566.85649.45MIN: 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: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 302.41 / MAX: 471.34MIN: 346.15 / MAX: 603.46MIN: 287.39 / MAX: 430.5MIN: 310.03 / MAX: 543.56MIN: 313.35 / MAX: 590.66MIN: 238.04 / MAX: 631.84MIN: 203.53 / MAX: 748.161. (CC) gcc options: -pthread

OSPray

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

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: Magnetic Reconnection - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00410.00820.01230.01640.02050.0150.0140.0140.0160.0140.0180.0160.0160.0100.0090.0120.0100.0091. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532306090120150SE +/- 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 +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 350.1059.5155.8858.0570.8162.3273.9565.4085.1491.68110.7186.2297.58109.98125.03137.12MIN: 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: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 62.47 / MAX: 183.37MIN: 78 / MAX: 183.07MIN: 58.99 / MAX: 170.38MIN: 66.87 / MAX: 181.32MIN: 76.69 / MAX: 176.26MIN: 91.31 / MAX: 182.43MIN: 99.13 / MAX: 213.361. (CC) gcc options: -pthread

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321530456075SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.07, N = 6SE +/- 0.11, N = 12SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 1214.7127.8418.8723.2643.4822.6942.2738.4669.5220.9135.8218.4126.5535.3042.8758.82MIN: 14.29 / MAX: 14.93MIN: 17.86 / MAX: 28.57MIN: 18.52 / MAX: 19.23MIN: 21.74 / MAX: 23.81MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 20.41 / MAX: 22.22MIN: 32.26 / MAX: 38.46MIN: 12.99 / MAX: 19.61MIN: 18.87 / MAX: 28.57MIN: 23.26 / MAX: 38.46MIN: 24.39 / MAX: 45.45MIN: 27.03 / MAX: 62.5

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75323691215SE +/- 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 = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 122.344.573.013.707.193.687.096.2512.054.016.853.655.237.098.8511.90MIN: 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: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 3.97 / MAX: 4.05MIN: 6.76 / MAX: 6.99MIN: 3.32 / MAX: 3.7MIN: 4.83 / MAX: 5.29MIN: 5.49 / MAX: 7.19MIN: 7.46 / MAX: 9.01MIN: 7.75 / MAX: 12.05

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532246810SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.00, N = 7SE +/- 0.01, N = 41.402.631.752.143.952.023.713.526.531.652.971.402.082.833.695.02MAX: 1.41MIN: 2.35 / MAX: 2.64MIN: 1.74 / MAX: 1.76MIN: 2.13 / MAX: 2.15MIN: 3.41 / MAX: 3.98MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.64MIN: 2.96 / MAX: 2.99MIN: 1.18 / MAX: 1.41MIN: 1.78 / MAX: 2.09MIN: 2.44 / MAX: 2.86MIN: 3.12 / MAX: 3.72MIN: 3.64 / MAX: 5.08

OSPray

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

OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: NASA Streamlines - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00740.01480.02220.02960.0370.0160.0150.0150.0170.0160.0200.0190.0330.0200.0210.0260.0230.0191. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753220406080100SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.18, N = 12SE +/- 0.82, N = 4SE +/- 0.00, N = 1218.1834.4823.2628.5755.5629.4155.5650.0090.9129.4150.0024.3935.7147.4456.3776.92MIN: 17.86 / MAX: 18.52MIN: 18.87 / MAX: 35.71MIN: 22.73 / MAX: 23.81MIN: 26.32 / MAX: 29.41MIN: 24.39MIN: 26.32MIN: 19.23MIN: 43.48MIN: 29.41MIN: 27.78MIN: 45.45 / MAX: 52.63MIN: 13.89 / MAX: 25.64MIN: 16.95 / MAX: 37.04MIN: 19.23 / MAX: 50MIN: 18.18 / MAX: 62.5MIN: 18.87 / MAX: 83.33

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321632486480SE +/- 0.08, N = 4SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.26, N = 3SE +/- 0.00, N = 1217.9432.5322.2227.0347.6225.4845.4542.8771.4314.0825.6411.2416.3921.7428.3138.46MIN: 16.95 / MAX: 18.18MIN: 14.93 / MAX: 33.33MIN: 21.28MIN: 24.39MIN: 16.67 / MAX: 50MIN: 24.39 / MAX: 25.64MIN: 20MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 13.7 / MAX: 14.29MIN: 25 / MAX: 26.32MIN: 8.4 / MAX: 11.49MIN: 9.62 / MAX: 16.95MIN: 10.42 / MAX: 22.22MIN: 10.87 / MAX: 29.41MIN: 10.87 / MAX: 41.67

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 TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0020.0010.0010.0010.0010.0011. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753248121620SE +/- 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 +/- 0.0299, N = 3SE +/- 0.0000, N = 12SE +/- 0.0046, N = 8SE +/- 0.0000, N = 12SE +/- 0.0097, N = 3SE +/- 0.0000, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 123.41006.62004.37005.380010.42005.520010.56009.490018.18006.090010.42005.40007.812510.530013.160017.8600MIN: 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: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 5.99 / MAX: 6.17MIN: 10.1 / MAX: 10.75MIN: 5.13 / MAX: 5.49MIN: 6.17 / MAX: 7.94MIN: 7.69 / MAX: 10.75MIN: 8.7 / MAX: 13.51MIN: 10.2 / MAX: 18.18

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 TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0020.0010.0020.0020.0020.0021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532246810SE +/- 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 = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 151.312.551.682.063.982.023.883.466.672.143.641.942.783.794.786.41MIN: 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: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 2.12 / MAX: 2.16MIN: 3.61 / MAX: 3.68MIN: 1.85 / MAX: 1.96MIN: 2.58 / MAX: 2.81MIN: 3.37 / MAX: 3.85MIN: 4.33 / MAX: 4.83MIN: 5.43 / MAX: 6.49

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 TracerXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00160.00320.00480.00640.0080.0030.0030.0030.0030.0030.0040.0040.0070.0040.0050.0060.0050.0041. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: CrownXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00430.00860.01290.01720.02150.0110.0100.0080.0090.0090.0110.0100.0190.0120.0120.0150.0140.0121. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: CrownXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00410.00820.01230.01640.02050.0100.0090.0090.0100.0100.0120.0110.0180.0120.0120.0150.0130.0121. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 DragonXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00470.00940.01410.01880.02350.0130.0120.0100.0110.0100.0130.0120.0210.0140.0130.0160.0140.0131. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 ObjXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00430.00860.01290.01720.02150.0120.0110.0090.0100.0090.0120.0110.0190.0130.0120.0150.0130.0121. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 DragonXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00470.00940.01410.01880.02350.0130.0130.0120.0140.0120.0150.0140.0210.0140.0130.0160.0140.0131. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 ObjXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00410.00820.01230.01640.02050.0120.0110.0110.0120.0110.0130.0120.0180.0120.0110.0140.0130.0111. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00090.00180.00270.00360.00450.0030.0020.0020.0020.0020.0030.0020.0040.0020.0030.0030.0020.0021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: 1080pXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00790.01580.02370.03160.03950.0230.0180.0170.0190.0140.0240.0180.0350.0190.0240.0310.0220.0161. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 73022 x EPYC 73520.00340.00680.01020.01360.0170.0150.0131. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321122334455SE +/- 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 +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.4323.2712.3916.0529.5215.9928.9626.2845.6116.9630.1414.7021.6229.2237.4650.32MIN: 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: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 16.81 / MAX: 17.23MIN: 29.74 / MAX: 31.03MIN: 14.56 / MAX: 15.02MIN: 21.28 / MAX: 22.21MIN: 28.86 / MAX: 29.79MIN: 36.72 / MAX: 38.65MIN: 49.47 / MAX: 51.96

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321224364860SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 311.3821.7514.4217.6633.4516.8131.7328.7753.2316.1328.8313.9620.5727.7535.6247.89MIN: 11.32 / MAX: 11.49MIN: 21.43 / MAX: 22.13MIN: 14.3 / MAX: 14.63MIN: 17.5 / MAX: 17.85MIN: 32.87 / MAX: 34.13MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 16 / MAX: 16.42MIN: 28.5 / MAX: 29.62MIN: 13.81 / MAX: 14.32MIN: 20.24 / MAX: 21.16MIN: 27.34 / MAX: 28.39MIN: 34.41 / MAX: 36.76MIN: 47 / MAX: 49.42

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321326395265SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 315.2828.2015.3119.6135.8819.3534.6932.2557.4918.9434.5515.5922.8630.4139.4052.29MIN: 15.18 / MAX: 15.39MIN: 27.97 / MAX: 28.53MIN: 15.25 / MAX: 15.4MIN: 19.5 / MAX: 19.79MIN: 35.51 / MAX: 36.33MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 18.83 / MAX: 19.14MIN: 33.82 / MAX: 35.38MIN: 15.52 / MAX: 15.76MIN: 22.24 / MAX: 23.34MIN: 29.63 / MAX: 30.96MIN: 38.87 / MAX: 40.63MIN: 50.09 / MAX: 53.71

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321224364860SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.11, 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 +/- 0.04, N = 313.8825.5013.8517.8032.3317.4231.3129.2151.7917.0731.4613.9920.7327.4735.2147.11MIN: 13.82 / MAX: 13.97MIN: 25.3 / MAX: 25.83MIN: 13.79 / MAX: 13.97MIN: 17.67 / MAX: 17.93MIN: 31.97 / MAX: 32.83MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 16.97 / MAX: 17.25MIN: 31.27 / MAX: 31.96MIN: 13.91 / MAX: 14.18MIN: 20.37 / MAX: 21.05MIN: 27.26 / MAX: 27.87MIN: 34.72 / MAX: 36.08MIN: 46.48 / MAX: 48.23

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321530456075SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 315.5928.9719.4323.6043.1022.4640.4338.3168.4218.9734.6315.4823.0230.5238.9551.97MIN: 15.54 / MAX: 15.7MIN: 28.72 / MAX: 29.29MIN: 19.37 / MAX: 19.6MIN: 23.45 / MAX: 23.8MIN: 42.68 / MAX: 43.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 18.87 / MAX: 19.16MIN: 34.39 / MAX: 35.22MIN: 15.06 / MAX: 15.78MIN: 22.85 / MAX: 23.35MIN: 30.27 / MAX: 31.01MIN: 38.41 / MAX: 40.05MIN: 51.28 / MAX: 53.24

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321326395265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 313.4925.0716.7720.3437.1519.3234.8033.0558.6916.4330.1213.4519.8926.4133.6945.13MIN: 13.43 / MAX: 13.59MIN: 24.86 / MAX: 25.34MIN: 16.69 / MAX: 16.88MIN: 20.23 / MAX: 20.53MIN: 36.74 / MAX: 37.69MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.33 / MAX: 16.6MIN: 29.91 / MAX: 30.7MIN: 13.14 / MAX: 13.62MIN: 19.72 / MAX: 20.14MIN: 26.19 / MAX: 26.82MIN: 33.22 / MAX: 34.67MIN: 44.54 / MAX: 46.54

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532246810SE +/- 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 +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.061, N = 3SE +/- 0.081, N = 3SE +/- 0.044, N = 3SE +/- 0.038, N = 15SE +/- 0.056, N = 15SE +/- 0.090, N = 3SE +/- 0.065, N = 33.3094.2163.3394.2855.3024.3405.4316.0307.0333.5434.9843.4484.1784.7195.6536.6881. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321632486480SE +/- 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 +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.46, N = 3SE +/- 0.47, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.87, N = 326.4640.5527.1933.0949.2134.6451.7151.9256.9830.7446.9028.8443.4547.3548.8474.051. (CXX) g++ options: -fPIE -fPIC -pie

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 73022 x EPYC 73520.00320.00640.00960.01280.0160.0140.0121. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 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 73022 x EPYC 73520.00320.00640.00960.01280.0160.0140.0131. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 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 73022 x EPYC 73520.00340.00680.01020.01360.0170.0150.0131. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 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 73022 x EPYC 73520.00290.00580.00870.01160.01450.0130.0111. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 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 73022 x EPYC 73520.00320.00640.00960.01280.0160.0140.0121. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 reported cost.

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon2 x EPYC 73022 x EPYC 7352918273645SE +/- 0.14, N = 3SE +/- 0.23, N = 331.9140.04MIN: 31.46 / MAX: 32.52MIN: 39.17 / MAX: 41.85

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj2 x EPYC 73022 x EPYC 7352816243240SE +/- 0.04, N = 3SE +/- 0.07, N = 328.6336.14MIN: 28.35 / MAX: 29.22MIN: 35.55 / MAX: 37.25

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown2 x EPYC 73022 x EPYC 7352918273645SE +/- 0.08, N = 3SE +/- 0.22, N = 330.2038.40MIN: 29.7 / MAX: 30.89MIN: 36.81 / MAX: 39.85

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon2 x EPYC 73022 x EPYC 7352918273645SE +/- 0.07, N = 3SE +/- 0.16, N = 330.8639.44MIN: 30.51 / MAX: 31.42MIN: 38.67 / MAX: 40.9

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 73022 x EPYC 7352816243240SE +/- 0.10, N = 3SE +/- 0.02, N = 327.4034.24MIN: 26.52 / MAX: 28.1MIN: 33.73 / MAX: 35.36

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown2 x EPYC 73022 x EPYC 7352816243240SE +/- 0.05, N = 3SE +/- 0.41, N = 328.6836.52MIN: 28.23 / MAX: 29.35MIN: 34.41 / MAX: 38.36

High Performance Conjugate Gradient

Performance / Cost -

OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00360.00720.01080.01440.0180.0100.0100.0080.0080.0070.0100.0090.0160.0060.0130.0120.0130.0091. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532816243240SE +/- 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 +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 311.8923.1613.0113.3525.6313.9626.5914.9128.8514.3515.1115.7617.2327.4528.4033.921. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75328001600240032004000SE +/- 1.52, N = 3SE +/- 0.79, N = 3SE +/- 0.62, N = 3SE +/- 0.37, N = 3SE +/- 3.91, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.75, N = 3SE +/- 0.91, N = 3SE +/- 0.40, N = 3SE +/- 5.49, N = 3SE +/- 39.91, N = 12SE +/- 6.45, N = 3SE +/- 3.17, N = 3765.491497.751002.091201.542359.132137.033912.303432.163430.28385.87632.50379.38522.54585.60477.30611.421. (CXX) g++ options: -rdynamic

ArrayFire

Performance / Cost - Test: BLAS CPU

OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterArrayFire 3.7Performance / Cost - Test: BLAS CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.33140.66280.99421.32561.6570.6610.6470.6410.6960.6831.4731.3480.4340.2550.3200.3730.2780.1581. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: MemorialXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00340.00680.01020.01360.0170.0110.0090.0100.0110.0080.0150.0110.0120.0060.0070.0090.0080.0071. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532816243240SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 15SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 15SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.28, N = 1512.8520.4315.8018.4127.9722.0133.0631.1034.4910.5615.098.6912.6015.9819.8024.84

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 73022 x EPYC 73520.00180.00360.00540.00720.0090.0080.0071. 2 x EPYC 7302: $2108 reported cost.2. 2 x EPYC 7352: $3016 reported cost.

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: Memorial2 x EPYC 73022 x EPYC 7352510152025SE +/- 0.15, N = 3SE +/- 0.06, N = 317.2621.35

OpenVKL

Performance / Cost - Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73022 x EPYC 73520.03290.06580.09870.13160.16450.1460.1460.1201. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7302: $2108 reported cost.3. 2 x EPYC 7352: $3016 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 73022 x EPYC 73522K4K6K8K10K10586.667330.505048.291. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7302: $2108 reported cost.3. 2 x EPYC 7352: $3016 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 73022 x EPYC 735210K20K30K40K50K47388.1334322.5523535.481. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7302: $2108 reported cost.3. 2 x EPYC 7352: $3016 reported cost.

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73022 x EPYC 735280160240320400SE +/- 0.61, N = 3SE +/- 3.12, N = 9SE +/- 5.99, N = 3172.91307.53361.31MIN: 1 / MAX: 610MIN: 1 / MAX: 1087MIN: 1 / MAX: 1260

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolume2 x EPYC 72522 x EPYC 73022 x EPYC 73523M6M9M12M15MSE +/- 14948.29, N = 3SE +/- 25872.58, N = 3SE +/- 12651.06, N = 312534605.6715452697.9315225641.60MIN: 580757 / MAX: 52932960MIN: 565360 / MAX: 74697480MIN: 644487 / MAX: 76303872

OpenVKL

Benchmark: vklBenchmarkStructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolume2 x EPYC 72522 x EPYC 73022 x EPYC 735215M30M45M60M75MSE +/- 810709.61, N = 3SE +/- 347341.67, N = 3SE +/- 326427.49, N = 356107542.7972351924.6870983017.03MIN: 735013 / MAX: 453888288MIN: 666521 / MAX: 710978184MIN: 751305 / MAX: 684373680

Chaos Group V-RAY

Performance / Cost - Mode: CPU

OpenBenchmarking.orgKsamples Per Dollar, More Is BetterChaos Group V-RAY 4.10.07Performance / Cost - Mode: CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735261218243014.7711.9110.8612.6811.6715.2111.9726.4915.1417.5820.9616.9315.871. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753214K28K42K56K70KSE +/- 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 +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 202.49, N = 3SE +/- 424.01, N = 3SE +/- 62.58, N = 3SE +/- 369.92, N = 3SE +/- 567.95, N = 3SE +/- 454.07, N = 3SE +/- 123.21, N = 317105275921698121886402702207434749347106433123577375342081729344356904786659529

LuxCoreRender

Performance / Cost - Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: DLSCXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00070.00140.00210.00280.00350.0020.0010.0010.0010.0010.0020.0020.0030.0020.0020.0030.0020.0021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532246810SE +/- 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 +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0378, N = 3SE +/- 0.0713, N = 3SE +/- 0.0177, N = 3SE +/- 0.0169, N = 3SE +/- 0.0183, N = 3SE +/- 0.0520, N = 3SE +/- 0.0279, N = 31.77003.43001.74002.32004.44002.35004.51833.79007.19002.67004.55002.62003.59005.03006.04008.3500MIN: 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: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 2.51 / MAX: 2.83MIN: 4.36 / MAX: 5MIN: 2.5 / MAX: 2.74MIN: 3.48 / MAX: 3.74MIN: 4.93 / MAX: 5.3MIN: 5.88 / MAX: 6.37MIN: 8.19 / MAX: 9.1

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75323691215SE +/- 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 +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 9SE +/- 0.02, N = 3SE +/- 0.07, N = 31.883.651.882.484.462.514.324.117.152.855.042.844.055.386.789.32MIN: 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: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 2.79 / MAX: 2.9MIN: 4.92 / MAX: 5.22MIN: 2.76 / MAX: 2.87MIN: 3.94 / MAX: 4.08MIN: 4.91 / MAX: 5.61MIN: 6.42 / MAX: 6.89MIN: 8.8 / MAX: 9.55

LuxCoreRender

Performance / Cost - Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: Rainbow Colors and PrismXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00070.00140.00210.00280.00350.0020.0020.0010.0010.0010.0020.0010.0030.0020.0020.0030.0030.0021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75322004006008001000SE +/- 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 +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.88, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3837.61841.651024.491020.091024.981024.991025.381051.111051.94748.68760.21726.19725.88749.60714.46748.58-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: 2798.89-lgmp - MIN: 532.77 / MAX: 2871.25-lgmp - MIN: 535.04 / MAX: 2870.94MIN: 381.48 / MAX: 2043.2MIN: 387.36 / MAX: 2073.88MIN: 369.76 / MAX: 1980.63MIN: 369.86 / MAX: 1979.86MIN: 381.6 / MAX: 2054.89MIN: 364.04 / MAX: 1948.5MIN: 381.45 / MAX: 2041.131. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532110220330440550SE +/- 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 +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3399.99401.13489.51485.86489.15488.81489.42501.98500.98476.77484.24462.54462.00476.80455.36476.65-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-aesXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75326001200180024003000SE +/- 3.38, N = 3SE +/- 1.74, N = 3SE +/- 0.60, N = 3SE +/- 5.86, N = 3SE +/- 0.92, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.31, N = 3SE +/- 0.47, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 32291.692294.742798.562779.782797.222795.492797.432867.482868.692041.012072.851980.281980.452042.171952.332041.94-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Performance / Cost - Test: aes256

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: aes256Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73521.17162.34323.51484.68645.8584.3392.1853.9423.5541.7844.2462.1225.2071.9073.8123.2242.2091.4741. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: sha512

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha512Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.12060.24120.36180.48240.6030.3450.1730.3130.2810.1420.3370.1690.5360.1950.3910.3300.2260.1511. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: poly1305-aes

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: poly1305-aesXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.51591.03181.54772.06362.57951.9790.9911.7891.6110.8101.9270.9642.2930.8361.6731.4150.9690.6471. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753214002800420056007000SE +/- 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 +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 2.23, N = 3SE +/- 1.59, N = 3SE +/- 2.64, N = 3SE +/- 1.21, N = 3SE +/- 0.88, N = 3SE +/- 0.92, N = 3SE +/- 3.15, N = 35024.395061.606164.796133.916159.216161.426157.496313.166320.004634.444727.654513.434513.844657.484445.944652.83-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: 10212.45-lgmp - MIN: 4256.89 / MAX: 10467.36-lgmp - MIN: 4254.97 / MAX: 10469.4MIN: 3318.44 / MAX: 7221.57MIN: 3409.66 / MAX: 7332.57MIN: 3233.68 / MAX: 7002.85MIN: 3246.55 / MAX: 7005.21MIN: 3357.45 / MAX: 7222.78MIN: 3208.14 / MAX: 6890.98MIN: 3338.25 / MAX: 7221.471. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Performance / Cost - Test: chacha

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chachaXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.18920.37840.56760.75680.9460.7230.3630.6550.5910.2970.7060.3530.8410.3070.6130.5180.3560.2371. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Himeno Benchmark

Performance / Cost - Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure SolverXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.9741.9482.9223.8964.872.4381.2172.1771.9690.9862.3441.1754.3291.5673.1302.6031.7911.2091. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75328001600240032004000SE +/- 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 +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 52.95, N = 3SE +/- 22.45, N = 3SE +/- 48.24, N = 4SE +/- 45.15, N = 3SE +/- 11.23, N = 3SE +/- 40.64, N = 3SE +/- 16.97, N = 32823.602817.673405.043398.403404.693401.163410.383510.213514.603852.933883.483705.353643.553774.883647.333783.181. (CC) gcc options: -O3 -mavx2

Stockfish

Performance / Cost - Total Time

OpenBenchmarking.orgNodes Per Second Per Dollar, More Is BetterStockfish 9Performance / Cost - Total TimeXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735210K20K30K40K50K26921.0526152.7220731.6722113.1721505.1727413.0225914.4547071.9930461.7031493.3040235.1436141.5432279.501. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753230M60M90M120M150MSE +/- 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 +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 104295.87, N = 3SE +/- 544138.70, N = 3SE +/- 140703.23, N = 3SE +/- 395109.47, N = 3SE +/- 629934.99, N = 3SE +/- 431768.56, N = 3SE +/- 1157750.62, N = 331174576605696963242433238167326742358293977629275203729628913121197157954189407075514543372880655632919576186363973549851309757141. (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 DepthXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753230M60M90M120M150MSE +/- 274506.10, N = 3SE +/- 49212.27, N = 3SE +/- 274137.19, N = 3SE +/- 375245.33, N = 3SE +/- 107032.55, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 385803.49, N = 3SE +/- 153427.67, N = 3SE +/- 254236.78, N = 3SE +/- 368509.25, N = 3SE +/- 504781.25, N = 3SE +/- 1158643.72, N = 3SE +/- 108974.69, N = 335085496668958103656181743217939855018514461492583894514687620751338398964223622378420660382243455708387475601364101338444133449810

asmFish

Performance / Cost - 1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second Per Dollar, More Is BetterasmFish 2018-07-23Performance / Cost - 1024 Hash Memory, 26 DepthXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735210K20K30K40K50K30298.3628884.2023377.1225039.3624768.7930747.7128909.2147456.4331633.9932284.0840774.2035864.0333600.281. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532612182430SE +/- 0.021, N = 3SE +/- 0.014, N = 3SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.046, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.092, N = 3SE +/- 0.123, N = 3SE +/- 0.041, N = 3SE +/- 0.241, N = 15SE +/- 0.053, N = 3SE +/- 0.101, N = 15SE +/- 0.178, N = 127.81014.1618.1589.53517.37810.32518.15015.31424.7886.5478.6966.0946.6688.2826.7826.336-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

LAMMPS Molecular Dynamics Simulator

Performance / Cost - Model: Rhodopsin Protein

OpenBenchmarking.orgns/day Per Dollar, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Performance / Cost - Model: Rhodopsin ProteinXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.00160.00320.00480.00640.0080.0070.0060.0050.0060.0050.0070.0060.0070.0040.0050.0050.0040.0021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753220K40K60K80K100KSE +/- 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 +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 3.33, N = 3SE +/- 5.00, N = 3SE +/- 102.01, N = 3SE +/- 3.67, N = 3SE +/- 1707.81, N = 12SE +/- 241.14, N = 3SE +/- 109.22, N = 320424410212140325547513242712653485428648408422317435932149932393418866014683737-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: MD5Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75322M4M6M8M10MSE +/- 1452.97, N = 3SE +/- 4509.25, N = 3SE +/- 8171.77, N = 3SE +/- 6806.86, N = 3SE +/- 9643.65, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 577.35, N = 3SE +/- 1527.53, N = 3SE +/- 881.92, N = 3SE +/- 4409.59, N = 3SE +/- 2333.33, N = 3SE +/- 7234.18, N = 3SE +/- 7371.11, N = 31893333376400019126672506000482100025830004977667409000078800001527000267400014966672162667294666736680005011000-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

Performance / Cost - Test: Blowfish

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: BlowfishXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735261218243017.6417.7113.6914.8014.8718.7018.4325.0817.5918.1623.1419.8719.941. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: MD5Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73524008001200160020001635.001625.221222.931451.911396.581780.151715.251715.731078.661264.081544.761397.851216.181. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

PHPBench

Performance / Cost - PHP Benchmark Suite

OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark SuiteXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352120240360480600445.33224.51404.38364.83182.88435.86217.99574.55212.40416.91355.20242.22160.891. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753270140210280350SE +/- 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 +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 1.05, N = 3SE +/- 1.78, N = 3SE +/- 1.58, N = 3SE +/- 1.67, N = 3SE +/- 1.19, N = 3SE +/- 1.21, N = 3SE +/- 1.42, N = 3272.12262.78315.14313.76300.73318.87304.16330.33321.82315.52314.28306.25306.36317.99296.14307.69

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532140K280K420K560K700KSE +/- 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 +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 1063.79, N = 3SE +/- 3270.88, N = 3SE +/- 2827.91, N = 3SE +/- 1171.51, N = 3SE +/- 1762.58, N = 3SE +/- 1441.15, N = 3SE +/- 544.97, N = 3515697519964632455629690631283632431632601649164649693511353526537493624497273510599485243515758

Numpy Benchmark

Performance / Cost -

OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.07990.15980.23970.31960.39950.2350.1130.2010.1820.0870.2200.1050.3550.1270.2590.2190.1510.0981. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753230K60K90K120K150KSE +/- 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 +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 135.04, N = 3SE +/- 332.31, N = 3SE +/- 56.64, N = 3SE +/- 224.29, N = 3SE +/- 683.85, N = 3SE +/- 382.10, N = 3SE +/- 1659.34, N = 1246389.7965509.9848617.0550787.79100761.2956576.1277470.6771842.34136046.5350117.8960515.8651383.4451917.5775121.5976616.9986163.001. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

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.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352132639526540.0628.2931.0929.4329.1938.9926.7056.3124.4143.4037.0835.6425.401. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.3170.6340.9511.2681.5851.3351.2881.0371.0791.0921.4091.3801.3350.9530.9741.2291.1211.0321. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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.DXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73520.32490.64980.97471.29961.62451.3571.3581.0461.1391.0951.4441.3681.3370.9560.9751.2361.1281.0841. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753213002600390052006500SE +/- 19.04, N = 5SE +/- 38.56, N = 4SE +/- 2.61, N = 3SE +/- 2.92, N = 3SE +/- 32.92, N = 3SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 0.15, N = 3SE +/- 4.94, N = 3SE +/- 0.29, N = 3SE +/- 0.94, N = 3SE +/- 0.96, N = 3SE +/- 27.30, N = 3SE +/- 56.51, N = 31545.502984.021621.481863.153768.662044.244005.263194.186104.941187.922361.481152.671720.662362.433111.254500.111. (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.DXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753213002600390052006500SE +/- 6.21, N = 3SE +/- 2.84, N = 3SE +/- 4.92, N = 3SE +/- 6.98, N = 3SE +/- 54.90, N = 4SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 0.84, N = 3SE +/- 8.01, N = 3SE +/- 0.35, N = 3SE +/- 1.65, N = 3SE +/- 0.27, N = 3SE +/- 1.03, N = 3SE +/- 24.68, N = 31571.493144.701635.781966.613780.592094.533969.603283.386284.651189.982370.041154.181729.942378.653268.214556.781. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753230K60K90K120K150KSE +/- 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 +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 420.26, N = 3SE +/- 396.14, N = 3SE +/- 745.23, N = 3SE +/- 111.79, N = 3SE +/- 1376.97, N = 4SE +/- 411.58, N = 3SE +/- 2358.57, N = 1546723.0185606.5348143.4956744.87108883.4058594.50106268.3374255.67140090.3258479.5973641.9860944.5077169.3298171.95112998.01156257.791. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

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.CXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352153045607540.3536.9630.7832.8831.5440.3836.6265.7129.7151.4755.1246.5737.471. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532200K400K600K800K1000KSE +/- 517.49, N = 3SE +/- 568.07, N = 3SE +/- 198.36, N = 3SE +/- 474.33, N = 3SE +/- 2029.20, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 766.70, N = 3SE +/- 4183.51, N = 3SE +/- 700.67, N = 3SE +/- 367.93, N = 3SE +/- 3217.47, N = 3SE +/- 854.17, N = 3SE +/- 10726.55, N = 3313376.78501697.24322051.63383120.69598798.57376860.32587882.23560887.77909916.49343164.84576329.51293576.84434370.50493577.85585293.24855210.431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735280160240320400270.62216.62205.92221.97173.46259.73202.58385.58232.49247.95310.27234.15194.061. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75320.34140.68281.02421.36561.707SE +/- 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 +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00090, N = 3SE +/- 0.00023, N = 3SE +/- 0.00041, N = 3SE +/- 0.00127, N = 3SE +/- 0.00004, N = 3SE +/- 0.00057, N = 3SE +/- 0.00053, N = 31.517210.769821.511681.157450.603331.135860.582370.707090.362261.265370.738731.287900.906740.660240.540380.39893

NAMD

Performance / Cost - ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns x Dollar, Fewer Is BetterNAMD 2.13Performance / Cost - ATPase Simulation - 327,506 AtomsXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735250010001500200025001756.931782.902364.271997.762082.701648.131690.041126.181831.311524.871269.441391.791629.791. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753230060090012001500SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 2.52, N = 3SE +/- 7.33, N = 3SE +/- 2.33, N = 3SE +/- 7.77, N = 3SE +/- 1.73, N = 3SE +/- 2.96, N = 31342134311011114110011031104107610731173115512081216116712301170

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3137137114114113115113109109139137144144139146139

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753250100150200250SE +/- 0.58, N = 3204204167168167168167164164208203215212208216210

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321428425670SE +/- 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 +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 357.557.547.247.147.347.347.146.245.959.959.362.462.659.863.460.8

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test TimesXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352800K1600K2400K3200K4000K1554036.003110388.001721964.001922764.003797200.001600453.003203808.001043970.002863245.001430272.001702400.002460036.003709680.001. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: float

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: floatXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735290K180K270K360K450K158646.00317292.00178296.00196764.00390076.00166865.00327926.00123710.00339623.00170496.00201600.00293012.00440336.001. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352140K280K420K560K700K236232.00472464.00261188.00289968.00576484.00243768.00484634.00185120.00503237.00254560.00296800.00438464.00651456.001. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: django_template

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_templateXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735240K80K120K160K200K66585.00133170.0073820.8081294.60163279.6068632.30136684.2053311.00147004.7073881.6087640.00126058.40191214.401. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321428425670SE +/- 0.047, N = 3SE +/- 0.372, N = 15SE +/- 0.069, N = 9SE +/- 0.094, N = 3SE +/- 0.099, N = 15SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.274, N = 3SE +/- 0.328, N = 10SE +/- 2.480, N = 15SE +/- 0.610, N = 3SE +/- 0.896, N = 3SE +/- 0.448, N = 3SE +/- 0.301, N = 97.81916.9207.0426.4099.8986.4517.1554.1157.48136.30035.66054.53061.27061.00041.15031.8201. (CXX) g++ options: -rdynamic

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321.16252.3253.48754.655.8125SE +/- 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 +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.01025, N = 3SE +/- 0.00693, N = 3SE +/- 0.05038, N = 3SE +/- 0.04032, N = 5SE +/- 0.00493, N = 3SE +/- 0.01718, N = 3SE +/- 0.02065, N = 155.166582.666994.756964.499852.230094.413662.189752.394511.639863.651292.571603.780303.066062.477182.526512.27357MIN: 4.71MIN: 2.31MIN: 4.33MIN: 4.19MIN: 1.82MIN: 3.68MIN: 1.86MIN: 2.28MIN: 1.39MIN: 3.49MIN: 2.39MIN: 3.45MIN: 2.55MIN: 2MIN: 1.94MIN: 1.61. (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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321.19492.38983.58474.77965.9745SE +/- 0.01140, N = 3SE +/- 0.00576, N = 3SE +/- 0.00570, N = 3SE +/- 0.00527, N = 3SE +/- 0.00174, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00470, N = 3SE +/- 0.00678, N = 3SE +/- 0.01731, N = 3SE +/- 0.04126, N = 3SE +/- 0.03206, N = 15SE +/- 0.02629, N = 15SE +/- 0.03396, N = 35.310873.065903.994883.364322.126802.231261.497241.462321.240293.886622.497774.074013.492142.707012.769452.38843MIN: 5.16MIN: 2.99MIN: 3.95MIN: 3.3MIN: 2.06MIN: 2.17MIN: 1.43MIN: 1.44MIN: 1.17MIN: 3.68MIN: 2.39MIN: 3.83MIN: 3.08MIN: 2.25MIN: 2.22MIN: 1.991. (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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532246810SE +/- 0.01443, N = 3SE +/- 0.00590, N = 3SE +/- 0.01731, N = 3SE +/- 0.01927, N = 3SE +/- 0.00092, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.00876, N = 3SE +/- 0.00653, N = 3SE +/- 0.02782, N = 3SE +/- 0.02169, N = 3SE +/- 0.01386, N = 3SE +/- 0.04373, N = 3SE +/- 0.05010, N = 157.636463.855125.804204.889662.697003.130061.707491.962791.136084.667293.702574.784993.588143.429732.577642.53418MIN: 7.57MIN: 3.82MIN: 5.77MIN: 4.84MIN: 2.66MIN: 3.1MIN: 1.67MIN: 1.95MIN: 4.44MIN: 3.32MIN: 4.46MIN: 3.37MIN: 3.16MIN: 2.34MIN: 2.081. (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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753290180270360450SE +/- 0.95, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 1.22, N = 3SE +/- 0.26, N = 3SE +/- 1.78, N = 3SE +/- 1.68, N = 3SE +/- 0.98, N = 3SE +/- 0.78, N = 15395.44197.91298.30244.75122.76155.3781.1494.1949.84233.05137.11237.90179.77130.28110.1978.13MIN: 390.56MIN: 195.97MIN: 297.84MIN: 242.31MIN: 121.68MIN: 154.79MIN: 79.72MIN: 93.73MIN: 48.76MIN: 230.71MIN: 132.8MIN: 230.85MIN: 173.07MIN: 123.86MIN: 103.89MIN: 70.61. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753216003200480064008000SE +/- 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 +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 1.31, N = 3SE +/- 12.08, N = 3SE +/- 0.61, N = 3SE +/- 0.46, N = 3SE +/- 2.02, N = 3SE +/- 0.31, N = 3SE +/- 1.59, N = 37457.863849.137189.036072.573112.365864.262987.083716.981893.725477.952960.075653.283797.042742.542128.061532.78MIN: 7454.84MIN: 3842.7MIN: 7180.23MIN: 6048.56MIN: 3107.3MIN: 5830.88MIN: 2977.12MIN: 3705.72MIN: 1871.79MIN: 5468.42MIN: 2928.91MIN: 5647.37MIN: 3795.22MIN: 2732.66MIN: 2124.9MIN: 1522.651. (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: bf16bf16bf16Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 82802K4K6K8K10KSE +/- 0.35, N = 3SE +/- 6.81, N = 3SE +/- 0.34, N = 3SE +/- 4.68, N = 3SE +/- 3.93, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 310258.005156.6910255.207839.953917.525709.172871.113497.471766.35MIN: 10250.4MIN: 5142.07MIN: 10250.1MIN: 7795.37MIN: 3906.67MIN: 5699.77MIN: 2860.81MIN: 3490.41MIN: 1757.11. (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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75324080120160200SE +/- 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 +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.91, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.72, N = 12SE +/- 0.73, N = 6SE +/- 0.46, N = 12SE +/- 0.26, N = 3171.4387.54131.09108.1654.8269.1436.3742.0823.1899.0358.67104.6478.0259.9150.6239.82MIN: 170.75MIN: 86.64MIN: 130.56MIN: 106.43MIN: 54.08MIN: 68.48MIN: 34.65MIN: 41.31MIN: 22MIN: 94.31MIN: 56.69MIN: 99.15MIN: 69.39MIN: 53.4MIN: 42.41MIN: 35.781. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

ArrayFire

Performance / Cost - Test: Conjugate Gradient CPU

OpenBenchmarking.orgms x Dollar, Fewer Is BetterArrayFire 3.7Performance / Cost - Test: Conjugate Gradient CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735230K60K90K120K150K9054.4039186.7211013.6911061.9334167.909360.4020763.8132307.0088401.1464563.5285778.00128588.00124108.401. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352170034005100680085005982.906176.757439.897766.747698.276404.226354.663249.656375.004475.884292.485221.907619.951. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522K4K6K8K10K6149.997100.626247.995806.827341.713237.564344.993459.096191.974823.634889.005706.388352.661. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522K4K6K8K10K8843.028928.469077.778439.559310.044541.724955.144153.899178.675665.435023.407229.877774.161. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352100K200K300K400K500K457920.68458368.82466541.20422429.87423770.97225438.97235468.28207410.94339885.77281675.97251673.80274621.81332345.101. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: u8s8f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522M4M6M8M10M8636201.888914585.0811243642.9210481255.8210743866.728509041.268668506.164875375.507338013.536693483.525315856.005781274.326418228.961. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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: bf16bf16bf16Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226R3M6M9M12M15M11878764.0011942894.0416039132.8013531753.7013523279.048284005.678331961.221. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 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: f32Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735240K80K120K160K200K198513.62202750.51205021.63186685.89189235.19100326.64105550.3888140.79145442.93123894.94109224.22126297.45152656.951. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75324080120160200SE +/- 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 +/- 0.37, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 1.28, N = 4SE +/- 1.48, N = 3SE +/- 0.03, N = 3193.47194.50147.73134.48134.93123.70124.26128.85129.9985.0493.6487.9487.8886.57102.2997.78-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

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321632486480SE +/- 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 +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.44, N = 3SE +/- 0.49, N = 5SE +/- 0.64, N = 5SE +/- 0.57, N = 4SE +/- 0.37, N = 7SE +/- 0.30, N = 9SE +/- 0.20, N = 1471.7745.3267.1659.0136.7057.7736.6040.9027.3152.9637.0154.2742.8434.3330.8825.98

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532110220330440550SE +/- 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 +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 4.25, N = 3SE +/- 1.48, N = 3SE +/- 5.93, N = 4SE +/- 2.04, N = 3SE +/- 1.47, N = 3SE +/- 2.07, N = 3SE +/- 1.54, N = 3531.15347.83501.22430.43286.78433.19279.68308.74221.52385.46287.13400.48327.01264.63248.57217.74

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753220406080100SE +/- 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 +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3109.7086.33101.7291.6472.1588.9870.6174.1262.7883.0171.5685.5677.4568.9870.2964.69

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532612182430SE +/- 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 +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.07236, N = 3SE +/- 0.04181, N = 3SE +/- 0.02795, N = 3SE +/- 0.03002, N = 3SE +/- 0.03013, N = 3SE +/- 0.02783, N = 3SE +/- 0.05038, N = 323.6129013.6031022.4866018.9840011.0726018.6129010.6653012.686307.8270616.7079010.5802017.1877012.560109.885588.744986.84549-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 CausticXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532714212835SE +/- 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 +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 4SE +/- 0.28, N = 628.9027.3925.9625.0123.3424.0923.1922.0221.5926.0623.0928.5126.4224.6225.3624.40-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

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532306090120150SE +/- 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 +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.80, N = 11SE +/- 1.00, N = 7SE +/- 1.32, N = 3SE +/- 0.25, N = 3SE +/- 1.10, N = 3136.00133.01128.41126.08125.12119.79123.39118.09122.2279.4175.0789.1288.3285.8183.0478.48

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753270140210280350299.74281.25241.90242.52230.56242.00233.04235.00226.08215.32218.48230.50225.72220.82232.10221.28

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75321326395265SE +/- 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 +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 358.2534.6355.2146.7127.9844.9427.2330.6919.8939.4825.1440.8730.1324.0221.0617.341. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532306090120150SE +/- 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 +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.65, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3149.0278.72149.39113.3060.67111.8259.4569.8038.79101.7762.76102.3873.5055.2547.2335.86

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753290180270360450SE +/- 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 +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.82, N = 3SE +/- 0.44, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3432.11218.06433.42328.81165.96321.53163.32198.25100.47270.75158.02269.88190.02139.10112.1682.13

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753250100150200250SE +/- 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 +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3229.71125.35229.28175.9598.24173.9596.41110.6766.39148.3991.81154.23110.8686.0375.4560.11

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532130260390520650SE +/- 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 +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 3SE +/- 0.31, N = 3SE +/- 0.25, N = 3SE +/- 0.64, N = 3SE +/- 0.65, N = 3593.13333.40589.07456.47260.56453.22257.01287.80187.33408.87249.65455.41320.14243.32206.09171.38

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532120240360480600SE +/- 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 +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.22, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.87, N = 3SE +/- 0.05, N = 3531.39272.72531.98404.78208.30400.96207.41246.31129.01343.69202.46346.49243.03182.08150.88111.91

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753280160240320400345.39222.97328.14284.28180.65276.77177.66197.65154.98266.58176.59296.23232.78190.23188.31176.23

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 753220406080100SE +/- 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 +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.13, N = 3SE +/- 0.48, N = 3SE +/- 0.43, N = 3SE +/- 0.58, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.32, N = 381.3694.4568.7868.1977.4161.8274.6367.3663.3561.3268.9169.1175.9176.0470.2865.60

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 7532510152025SE +/- 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 +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 15SE +/- 0.24, N = 15SE +/- 0.32, N = 15SE +/- 0.20, N = 320.8921.0917.9817.8217.9217.9217.7717.1917.1915.0514.7615.5216.1715.8316.5017.23

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75320.67281.34562.01842.69123.364SE +/- 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 = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 7SE +/- 0.06, N = 14SE +/- 0.03, N = 152.972.992.462.252.391.932.081.671.822.081.812.212.142.152.291.95

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 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522 x EPYC 75323691215SE +/- 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 +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.010, N = 3SE +/- 0.011, N = 3SE +/- 0.028, N = 3SE +/- 0.095, N = 3SE +/- 0.027, N = 3SE +/- 0.136, N = 6SE +/- 0.048, N = 312.03012.54910.28610.11210.4589.92410.4499.1279.39210.81910.61811.22411.49611.05311.53110.913

Timed MrBayes Analysis

Performance / Cost - Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny AnalysisXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352100K200K300K400K500K224033.63450471.26231055.98232117.66465771.46179491.60360596.7275685.60232131.08104117.41123029.20182487.45308509.661. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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 CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735230K60K90K120K150K83109.66104949.54105031.98101854.71126684.9583827.17106198.6947137.0791757.7164255.6859974.6072361.3293122.021. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Timed LLVM Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352200K400K600K800K1000K615074.02805567.33783904.95742915.28989971.46628560.14811637.16343062.96711787.83474164.77457819.60557842.15749681.091. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Build2

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To CompileXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735250K100K150K200K250K127031.44199928.70159083.82158172.37249065.25129105.63204904.4273879.79177392.28101299.49108424.40145401.41211985.591. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Tungsten Renderer

Performance / Cost - Scene: Hair

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: HairXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73528K16K24K32K40K27343.7431504.7835169.0432766.3838222.6227007.3230950.7014870.0326228.3220350.2417584.1420838.8026374.861. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Tungsten Renderer

Performance / Cost - Scene: Water Caustic

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: Water CausticXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735220K40K60K80K100K33463.7763446.3640606.9143163.8180558.2934950.8267302.0223195.5457246.0633753.8336983.2451891.1676482.441. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

DeepSpeech

Performance / Cost - Acceleration: CPU

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterDeepSpeech 0.6Performance / Cost - Acceleration: CPUXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735290K180K270K360K450K157485.04308054.87200828.42217610.65431909.51173811.18358069.1370677.90186091.81105523.02123642.78180883.56250459.051. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Radiance Benchmark

Performance / Cost - Test: SMP Parallel

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterRadiance Benchmark 5.0Performance / Cost - Test: SMP ParallelXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352200K400K600K800K1000K347097.76651377.32378326.91418580.89795896.57351144.90676287.88191633.91541602.00272915.55316006.60465484.34700013.601. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Basis Universal

Performance / Cost - Settings: UASTC Level 3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 3Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735220K40K60K80K100K67448.8780207.7186346.8880618.0196590.4165212.2979009.8535140.7662327.0248385.3442180.6050636.2763510.931. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735250K100K150K200K250K172565.16182315.52233645.96195555.80209432.84162250.82172523.9090575.30155582.04121217.92102900.00116467.00142445.681. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352150K300K450K600K750K500383.38505026.96677868.88567526.06572893.92466540.03473954.64240967.50391731.58319537.92266028.00293222.80338274.561. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735280K160K240K320K400K266004.18290310.60358593.92303689.70339124.48252401.45279781.82132067.10227596.99182608.32155204.00181351.24227557.201. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352200K400K600K800K1000K686844.54772154.40921305.48787867.22899453.12657622.22745843.02363894.30618882.35539205.44448196.00512918.56621567.441. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 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-OnlyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352200K400K600K800K1000K615349.62631619.52832016.72698650.28719051.60581792.96601903.82305884.10501898.34410244.16340242.00383824.64455054.081. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Appleseed

Performance / Cost - Scene: Emily

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterAppleseed 2.0 BetaPerformance / Cost - Scene: EmilyXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 7352130K260K390K520K650K399961.58516395.08513209.60490666.83623589.29401591.32515572.65237259.66437774.88350739.41325885.49401004.31567932.141. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_ica

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_icaXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735260K120K180K240K300K94214.88218746.20107571.92117695.94267219.3289700.82216576.2654574.80170827.8981826.24106274.00160292.32211964.481. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_svm

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svmXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 735213K26K39K52K65K24190.6248844.4428120.7230757.3261859.8426001.9251568.5413394.5036590.0418375.6822638.0033369.6449764.001. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregressionXeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73522K4K6K8K10K3439.266924.843847.443883.508250.282800.436036.161851.204486.992616.642996.004532.206906.641. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -Xeon Silver 42162 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7302PEPYC 7502P2 x EPYC 72522 x EPYC 72722 x EPYC 73022 x EPYC 73528K16K24K32K40K13930.7429063.4816087.3017453.3136101.0214399.7230323.009628.9126322.0213289.2216094.4023299.7234777.501. Xeon Silver 4216: $1158 reported cost.2. 2 x Xeon Silver 4216: $2316 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 6226R: $1451 reported cost.7. 2 x Xeon Gold 6226R: $2902 reported cost.8. EPYC 7302P: $890 reported cost.9. EPYC 7502P: $2479 reported cost.10. 2 x EPYC 7252: $1184 reported cost.11. 2 x EPYC 7272: $1400 reported cost.12. 2 x EPYC 7302: $2108 reported cost.13. 2 x EPYC 7352: $3016 reported cost.

Phoronix Test Suite v10.8.5