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

Benchmarks for a future article.

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AV1 2 Tests
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C/C++ Compiler Tests 10 Tests
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Fortran Tests 2 Tests
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HPC - High Performance Computing 9 Tests
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MPI Benchmarks 3 Tests
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NVIDIA GPU Compute 3 Tests
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Programmer / Developer System Benchmarks 5 Tests
Python 5 Tests
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Single-Threaded 5 Tests
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Identifier
Performance Per
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Date
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  Test
  Duration
Xeon Silver 4216
March 30 2020
  5 Hours, 13 Minutes
2 x Xeon Silver 4216
March 31 2020
  3 Hours, 47 Minutes
Xeon Gold 5218
March 29 2020
  4 Hours, 46 Minutes
Xeon Gold 5220R
March 27 2020
  4 Hours, 8 Minutes
2 x Xeon Gold 5220R
March 26 2020
  3 Hours, 39 Minutes
Xeon Gold 6226R
March 30 2020
  3 Hours, 56 Minutes
2 x Xeon Gold 6226R
March 31 2020
  3 Hours, 36 Minutes
2 x EPYC 7252
April 07 2020
  4 Hours, 17 Minutes
2 x EPYC 7272
April 03 2020
  4 Hours, 12 Minutes
EPYC 7302P
April 01 2020
  3 Hours, 32 Minutes
2 x EPYC 7302
April 10 2020
  3 Hours, 35 Minutes
2 x EPYC 7352
April 09 2020
  3 Hours, 23 Minutes
2 x EPYC 7452
April 12 2020
  4 Hours, 3 Minutes
EPYC 7502P
April 01 2020
  2 Hours, 57 Minutes
2 x EPYC 7532
April 09 2020
  3 Hours, 7 Minutes
EPYC 7F52
April 11 2020
  3 Hours, 22 Minutes
2 x EPYC 7F52
April 12 2020
  2 Hours, 47 Minutes
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  3 Hours, 47 Minutes

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AMD EPYC 7F52 Linux Performance Benchmarks - Intel Xeon vs. AMD EPYC PerformanceProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-System2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302EPYC 7F522 x EPYC 7F522 x EPYC 74522 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEED2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext4Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GA2 x Mellanox MT277105.4.0-21-generic (x86_64)AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)2 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E22 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)2 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB2 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)ASPEED2 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)AMD EPYC 7F52 16-Core @ 3.50GHz (16 Cores / 32 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E22 x AMD EPYC 7F52 16-Core @ 3.50GHz (32 Cores / 64 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2AMD EPYC 7452 32-Core @ 2.35GHz (64 Cores / 128 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 252GBOpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302, EPYC 7F52, 2 x EPYC 7F52, 2 x EPYC 7452: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7302: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7452: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034Python Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302, EPYC 7F52, 2 x EPYC 7F52, 2 x EPYC 7452: + Python 3.8.2Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 7502P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- EPYC 7302P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7272: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7252: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7532: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7352: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7302: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- EPYC 7F52: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7F52: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7452: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302EPYC 7F522 x EPYC 7F522 x EPYC 7452Result OverviewPhoronix Test Suite100%202%304%405%507%OSPrayLuxCoreRenderBlenderStockfishJohn The RipperEmbreeNAMDMKL-DNN DNNLChaos Group V-RAYBasis UniversalHigh Performance Conjugate GradientTimed Linux Kernel CompilationTimed MrBayes Analysisdav1dNAS Parallel BenchmarksTimed LLVM CompilationSVT-AV1AppleseedTungsten RendererDeepSpeechBuild2Mlpack BenchmarkRadiance BenchmarkHimeno BenchmarkNumpy BenchmarkPyBenchScikit-LearnPyPerformancePHPBenchNettle

AMD EPYC 7F52 Linux Performance Benchmarks - Intel Xeon vs. AMD EPYC Performancehpcg: npb: BT.Cnpb: LU.Cnamd: ATPase Simulation - 327,506 Atomsmrbayes: Primate Phylogeny Analysisnettle: aes256nettle: chachanettle: sha512john-the-ripper: Blowfishmkl-dnn: IP Batch 1D - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32dav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - Path Tracerembree: Pathtracer - Crownsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solverstockfish: Total Timebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticnumpy: deepspeech: CPUradiance: SMP Parallelbasis: UASTC Level 3v-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: django_templateappleseed: Emilyphpbench: PHP Benchmark Suitemlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: 2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302EPYC 7F522 x EPYC 7F522 x EPYC 745225.6303100761.29108883.400.60333134.9286159.211024.975489.15513242.230093112.3654.8190177.89321.8470.817.193.9810.4229.51535.30249.2094.444.463404.6908617423582936.699286.78272.15111.072623.3367300.73125.11863230.56127.9814027060.67165.9698.24260.56208.30110011316747.3180.64579763128377.4117.922.3910.45813.352950787.7956744.871.15745134.4836133.911020.093485.86255474.499856072.57108.161160.59274.9858.053.702.065.3816.05144.28533.0882.322.483398.3974553816732659.012430.42691.64118.984025.0080313.76126.07801242.51546.70821886113.30328.81175.95456.47404.78111411416847.1284.2797462969068.1917.822.2510.11213.013848617.0548143.491.51168147.7346164.791024.493489.51214034.756967189.03131.088136.86265.4655.883.011.684.3712.38823.33927.1931.741.883405.0358973242433267.156501.218101.71622.486625.9635315.14128.40692241.89755.20916981149.39433.42229.28589.07531.98110111416747.2328.13913363245568.7817.982.4610.28611.888346389.7946723.011.51721193.4665024.39837.612399.99204245.166587457.86171.428132.46232.3550.102.341.313.4112.43163.30926.4601.771.882823.5953643117457671.770531.152109.69923.612928.8979272.12135.99744299.73958.24617105149.02432.11229.71593.13531.39134213720457.5345.38996151569781.3620.892.9712.03013.958156576.1258594.501.13586123.7026161.421024.992488.81271264.413665864.2669.1431170.07307.7562.323.682.025.5215.99434.34034.6362.352.513401.1571353977629257.772433.19188.97718.612924.0874318.87119.78717242.00244.94322074111.82321.53173.95453.22400.96110311516847.3276.76865463243161.8217.921.939.92426.591077470.67106268.330.58237124.2586157.491025.384489.42534852.189752987.0836.3716203.10358.6273.957.093.8810.5628.96025.43151.7104.51834.323410.3839387520372936.595279.68270.60810.665323.1916304.16123.38702233.04227.2263474959.45163.3296.41257.01207.41110411316747.1177.66114863260174.6317.772.0810.44923.157465509.9885606.530.76982194.5045061.60841.649401.13410212.666993849.1387.5434159.60272.5559.514.572.556.6223.26744.21640.5483.433.652817.6730536056969645.315347.82786.32513.603127.3948262.78133.01160281.25134.6322759278.72218.06125.35333.40272.72134313720457.5222.96851451996494.4521.092.9912.54915.105660515.8673641.980.7387393.6394727.65760.212484.24435932.571602960.0758.6700260.52547.08110.716.853.6410.4230.13634.98446.9034.555.043883.4751367551454337.014287.12771.55810.580223.0924314.2875.06729218.47625.1423753462.76158.0291.81249.65202.46115513720359.3176.59333552653768.9114.761.8110.61814.350050117.8958479.591.2653785.0404634.44748.684476.77223173.651295477.9599.0346196.28435.6991.684.012.146.0916.95793.54330.7402.672.853852.9316584189407052.963385.46483.01116.707926.0624315.5279.41337215.31939.48423577101.77270.75148.39408.87343.69117313920859.9266.58388451135361.3215.052.0810.81917.228151917.5777169.320.9067487.8784513.84725.882462.00323933.066063797.0478.0173223.20496.4497.585.232.787.812521.61764.17843.4523.594.053643.5467615632919542.839327.01477.44612.560126.4166306.3688.31627225.71930.1292934473.50190.02110.86320.14243.03121614421262.6232.7753549727375.9116.172.1411.49615.761951383.4460944.501.2879087.9374513.43726.189462.54214993.780305653.28104.641169.42399.1786.223.651.945.4014.69953.44828.8422.622.843705.3517373728806554.270400.47785.55717.187728.5083306.2589.12417230.50340.86620817102.38269.88154.23455.41346.49120814421562.4296.23261349362469.1115.522.2111.22433.920786163.00156257.790.3989397.7804652.83748.575476.65837372.273571532.7839.8210296.06649.45137.1211.906.4117.8650.32136.68874.0498.359.323783.18104113097571425.983217.74364.6936.8454924.4033307.6978.48293221.28217.3405952935.8682.1360.11171.38111.91117013921060.8176.22570951575865.6017.231.9510.91328.400776616.99112998.010.54038102.2914445.94714.461455.36601462.526512128.0650.6157261.12566.85125.038.854.7813.1637.46075.65348.8446.046.783647.3335819735498530.876248.56870.2878.7449825.3589296.1483.04345232.121.0584786647.23112.1675.45206.09150.88123014621663.4188.30641348524370.2816.502.2911.53127.453675121.5998171.950.6602486.5694657.48749.604476.80418862.477182742.5459.9134240.37533.12109.987.093.7910.5329.21854.71947.3465.035.383774.8820727618636334.327264.63168.9769.8855824.6163317.9985.80814220.81824.0213569055.25139.1086.03243.32182.08116713920859.8190.22974751059976.0415.832.1511.05317.744473752.6273908.821.0617772.1465499.49884.925563.39263493.081434635.580.5278222.23501.21110.884.722.527.1419.30254.92339.1653.213.504370.1328474734210143.909328.76469.54214.063822.5617366.1668.56266181.76333.5312759885.14225.29123.24352.28286.9398711817349.1227.56869160462753.2612.861.789.57133.5182103336.47140931.530.5437972.0935505.70884.591563.07525252.088682329.7255.9310263.77618.87131.668.474.5512.6633.69036.54459.9765.976.674303.7224898575527328.063217.82658.1858.2535721.5359364.8675.34948187.85920.4834079045.31114.5870.15202.28151.3699711917550.0162.26809560697067.4812.991.959.88828.797094517.85127813.110.42781103.9144724.39760.062483.85792732.645941621.4640.7123302.35658.09139.8711.246.0616.6747.67656.22771.8317.838.693777.66570312575347526.617224.56364.6827.1249523.9728310.5480.85274215.01817.6965798338.7288.0063.66179.43120.28115513720460.1182.55319551690264.2716.391.9710.788OpenBenchmarking.org

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R816243240SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 328.8033.5217.7427.4528.4033.9215.7617.2314.3515.1123.1626.5913.9611.8913.0113.3525.631. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R714212835Min: 28.63 / Avg: 28.8 / Max: 28.93Min: 33.47 / Avg: 33.52 / Max: 33.55Min: 17.58 / Avg: 17.74 / Max: 17.86Min: 27.38 / Avg: 27.45 / Max: 27.6Min: 28.3 / Avg: 28.4 / Max: 28.51Min: 33.6 / Avg: 33.92 / Max: 34.19Min: 15.49 / Avg: 15.76 / Max: 16.02Min: 17.14 / Avg: 17.23 / Max: 17.28Min: 14.01 / Avg: 14.35 / Max: 14.6Min: 15.09 / Avg: 15.11 / Max: 15.13Min: 23.15 / Avg: 23.16 / Max: 23.17Min: 26.34 / Avg: 26.59 / Max: 26.74Min: 13.92 / Avg: 13.96 / Max: 14.01Min: 11.82 / Avg: 11.89 / Max: 11.93Min: 13 / Avg: 13.01 / Max: 13.04Min: 13.19 / Avg: 13.35 / Max: 13.44Min: 25.33 / Avg: 25.63 / Max: 25.841. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20K40K60K80K100KSE +/- 167.17, N = 3SE +/- 507.70, N = 3SE +/- 106.91, N = 3SE +/- 683.85, N = 3SE +/- 382.10, N = 3SE +/- 1659.34, N = 12SE +/- 56.64, N = 3SE +/- 224.29, N = 3SE +/- 135.04, N = 3SE +/- 332.31, N = 3SE +/- 124.40, N = 3SE +/- 86.40, N = 3SE +/- 27.55, N = 3SE +/- 4.15, N = 3SE +/- 54.74, N = 3SE +/- 44.99, N = 3SE +/- 42.06, N = 394517.85103336.4773752.6275121.5976616.9986163.0051383.4451917.5750117.8960515.8665509.9877470.6756576.1246389.7948617.0550787.79100761.291. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20K40K60K80K100KMin: 94198.27 / Avg: 94517.85 / Max: 94762.7Min: 102355.19 / Avg: 103336.47 / Max: 104053.12Min: 73630.68 / Avg: 73752.62 / Max: 73965.69Min: 73772.75 / Avg: 75121.59 / Max: 75992.02Min: 75856.85 / Avg: 76616.99 / Max: 77065.15Min: 70664.04 / Avg: 86163 / Max: 93446.99Min: 51280.87 / Avg: 51383.44 / Max: 51476.36Min: 51639.98 / Avg: 51917.57 / Max: 52361.53Min: 49937.8 / Avg: 50117.89 / Max: 50382.23Min: 59871.98 / Avg: 60515.86 / Max: 60980.47Min: 65277.55 / Avg: 65509.98 / Max: 65703.08Min: 77347.16 / Avg: 77470.67 / Max: 77637.1Min: 56521.75 / Avg: 56576.12 / Max: 56611.03Min: 46381.54 / Avg: 46389.79 / Max: 46394.69Min: 48514.92 / Avg: 48617.05 / Max: 48702.27Min: 50727.36 / Avg: 50787.79 / Max: 50875.75Min: 100685.96 / Avg: 100761.29 / Max: 100831.391. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R30K60K90K120K150KSE +/- 1050.77, N = 13SE +/- 719.18, N = 3SE +/- 104.78, N = 3SE +/- 1376.97, N = 4SE +/- 411.58, N = 3SE +/- 2358.57, N = 15SE +/- 745.23, N = 3SE +/- 111.79, N = 3SE +/- 420.26, N = 3SE +/- 396.14, N = 3SE +/- 91.80, N = 3SE +/- 50.65, N = 3SE +/- 30.22, N = 3SE +/- 38.08, N = 3SE +/- 41.33, N = 3SE +/- 45.25, N = 3SE +/- 135.16, N = 3127813.11140931.5373908.8298171.95112998.01156257.7960944.5077169.3258479.5973641.9885606.53106268.3358594.5046723.0148143.4956744.87108883.401. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R30K60K90K120K150KMin: 122677.18 / Avg: 127813.11 / Max: 133267.95Min: 139512.35 / Avg: 140931.53 / Max: 141843.91Min: 73744.8 / Avg: 73908.82 / Max: 74103.8Min: 95803.63 / Avg: 98171.95 / Max: 102115.4Min: 112208.4 / Avg: 112998.01 / Max: 113594.25Min: 143573.95 / Avg: 156257.79 / Max: 166055.37Min: 59535 / Avg: 60944.5 / Max: 62068.86Min: 77029.97 / Avg: 77169.32 / Max: 77390.42Min: 57809.2 / Avg: 58479.59 / Max: 59253.86Min: 73066.52 / Avg: 73641.98 / Max: 74401.32Min: 85444.23 / Avg: 85606.53 / Max: 85762.01Min: 106173.01 / Avg: 106268.33 / Max: 106345.67Min: 58546.53 / Avg: 58594.5 / Max: 58650.34Min: 46665.97 / Avg: 46723.01 / Max: 46795.23Min: 48060.96 / Avg: 48143.49 / Max: 48188.92Min: 56665.37 / Avg: 56744.87 / Max: 56822.08Min: 108624.98 / Avg: 108883.4 / Max: 109081.31. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R0.34140.68281.02421.36561.707SE +/- 0.00017, N = 3SE +/- 0.00040, N = 3SE +/- 0.00041, N = 3SE +/- 0.00004, N = 3SE +/- 0.00057, N = 3SE +/- 0.00053, N = 3SE +/- 0.00041, N = 3SE +/- 0.00127, N = 3SE +/- 0.00090, N = 3SE +/- 0.00023, N = 3SE +/- 0.00193, N = 3SE +/- 0.00104, N = 3SE +/- 0.00117, N = 3SE +/- 0.00193, N = 3SE +/- 0.00100, N = 3SE +/- 0.00122, N = 3SE +/- 0.00612, N = 30.427810.543791.061770.660240.540380.398931.287900.906741.265370.738730.769820.582371.135861.517211.511681.157450.60333
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810Min: 0.43 / Avg: 0.43 / Max: 0.43Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 1.06 / Avg: 1.06 / Max: 1.06Min: 0.66 / Avg: 0.66 / Max: 0.66Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.4 / Avg: 0.4 / Max: 0.4Min: 1.29 / Avg: 1.29 / Max: 1.29Min: 0.9 / Avg: 0.91 / Max: 0.91Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 0.74 / Avg: 0.74 / Max: 0.74Min: 0.77 / Avg: 0.77 / Max: 0.77Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.51 / Avg: 1.52 / Max: 1.52Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 1.16 / Avg: 1.16 / Max: 1.16Min: 0.59 / Avg: 0.6 / Max: 0.62

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 1.28, N = 4SE +/- 1.48, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.67, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3103.9172.0972.1586.57102.2997.7887.9487.8885.0493.64194.50124.26123.70193.47147.73134.48134.93-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-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 -mmpx1. (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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200Min: 103.75 / Avg: 103.91 / Max: 104.07Min: 71.85 / Avg: 72.09 / Max: 72.22Min: 72.02 / Avg: 72.15 / Max: 72.26Min: 85.16 / Avg: 86.57 / Max: 90.39Min: 100.69 / Avg: 102.29 / Max: 105.25Min: 97.74 / Avg: 97.78 / Max: 97.85Min: 87.91 / Avg: 87.94 / Max: 87.96Min: 87.74 / Avg: 87.88 / Max: 88.13Min: 84.87 / Avg: 85.04 / Max: 85.27Min: 93.51 / Avg: 93.64 / Max: 93.8Min: 193.71 / Avg: 194.5 / Max: 195.83Min: 123.93 / Avg: 124.26 / Max: 124.76Min: 123.59 / Avg: 123.7 / Max: 123.88Min: 193.28 / Avg: 193.47 / Max: 193.75Min: 147.2 / Avg: 147.73 / Max: 148.61Min: 134.44 / Avg: 134.48 / Max: 134.53Min: 134.64 / Avg: 134.93 / Max: 135.471. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Nettle

GNU Nettle is a low-level cryptographic library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R13002600390052006500SE +/- 3.07, N = 3SE +/- 1.29, N = 3SE +/- 2.02, N = 3SE +/- 0.88, N = 3SE +/- 0.92, N = 3SE +/- 3.15, N = 3SE +/- 2.64, N = 3SE +/- 1.21, N = 3SE +/- 2.23, N = 3SE +/- 1.59, N = 3SE +/- 1.63, N = 3SE +/- 8.42, N = 3SE +/- 6.01, N = 3SE +/- 11.26, N = 3SE +/- 1.48, N = 3SE +/- 2.03, N = 3SE +/- 2.26, N = 34724.395505.705499.494657.484445.944652.834513.434513.844634.444727.655061.606157.496161.425024.396164.796133.916159.21MIN: 3384.29 / MAX: 7332.66MIN: 3975.88 / MAX: 8530.95MIN: 3954.86 / MAX: 8529.53MIN: 3357.45 / MAX: 7222.78MIN: 3208.14 / MAX: 6890.98MIN: 3338.25 / MAX: 7221.47MIN: 3233.68 / MAX: 7002.85MIN: 3246.55 / MAX: 7005.21MIN: 3318.44 / MAX: 7221.57MIN: 3409.66 / MAX: 7332.57-lgmp - MIN: 3412.46 / MAX: 8379.01-lgmp - MIN: 4104.14 / MAX: 10212.45-lgmp - MIN: 4158.08 / MAX: 10213.08-lgmp - MIN: 3388.65 / MAX: 8334.48-lgmp - MIN: 4152.92 / MAX: 10208.98-lgmp - MIN: 4136.23 / MAX: 10160.8-lgmp - MIN: 4154.94 / MAX: 10200.041. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R11002200330044005500Min: 4718.8 / Avg: 4724.39 / Max: 4729.36Min: 5503.18 / Avg: 5505.7 / Max: 5507.39Min: 5496.24 / Avg: 5499.49 / Max: 5503.19Min: 4655.9 / Avg: 4657.48 / Max: 4658.93Min: 4444.44 / Avg: 4445.94 / Max: 4447.61Min: 4648.48 / Avg: 4652.83 / Max: 4658.95Min: 4508.16 / Avg: 4513.43 / Max: 4516.21Min: 4512.35 / Avg: 4513.84 / Max: 4516.24Min: 4629.98 / Avg: 4634.44 / Max: 4636.82Min: 4725.95 / Avg: 4727.65 / Max: 4730.83Min: 5058.65 / Avg: 5061.6 / Max: 5064.28Min: 6141.83 / Avg: 6157.49 / Max: 6170.68Min: 6149.75 / Avg: 6161.42 / Max: 6169.72Min: 5002.49 / Avg: 5024.39 / Max: 5039.87Min: 6162.13 / Avg: 6164.79 / Max: 6167.26Min: 6130.16 / Avg: 6133.91 / Max: 6137.13Min: 6155.43 / Avg: 6159.21 / Max: 6163.251. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R2004006008001000SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.88, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.91, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.41, N = 3760.06884.59884.93749.60714.46748.58726.19725.88748.68760.21841.651025.381024.99837.611024.491020.091024.98MIN: 387.08 / MAX: 2073.4MIN: 450.91 / MAX: 2412.35MIN: 450.89 / MAX: 2414.24MIN: 381.6 / MAX: 2054.89MIN: 364.04 / MAX: 1948.5MIN: 381.45 / MAX: 2041.13MIN: 369.76 / MAX: 1980.63MIN: 369.86 / MAX: 1979.86MIN: 381.48 / MAX: 2043.2MIN: 387.36 / MAX: 2073.88-lgmp - MIN: 428.69 / MAX: 2296.48-lgmp - MIN: 522.31 / MAX: 2798.89-lgmp - MIN: 521.91 / MAX: 2799.45-lgmp - MIN: 423.28 / MAX: 2294.55-lgmp - MIN: 507.67 / MAX: 2797.4-lgmp - MIN: 519.31 / MAX: 2788.96-lgmp - MIN: 518.14 / MAX: 2797.531. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R2004006008001000Min: 759.87 / Avg: 760.06 / Max: 760.19Min: 884.49 / Avg: 884.59 / Max: 884.66Min: 884.74 / Avg: 884.93 / Max: 885.06Min: 748.62 / Avg: 749.6 / Max: 751.35Min: 714.35 / Avg: 714.46 / Max: 714.52Min: 748.55 / Avg: 748.57 / Max: 748.6Min: 726.11 / Avg: 726.19 / Max: 726.32Min: 725.78 / Avg: 725.88 / Max: 725.98Min: 748.39 / Avg: 748.68 / Max: 748.96Min: 760.01 / Avg: 760.21 / Max: 760.32Min: 841.31 / Avg: 841.65 / Max: 841.9Min: 1024.21 / Avg: 1025.38 / Max: 1026.28Min: 1024.45 / Avg: 1024.99 / Max: 1025.98Min: 836.43 / Avg: 837.61 / Max: 839.41Min: 1022.99 / Avg: 1024.49 / Max: 1025.36Min: 1018.54 / Avg: 1020.09 / Max: 1022.02Min: 1024.4 / Avg: 1024.97 / Max: 1025.761. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R120240360480600SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.35, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 3SE +/- 0.56, N = 3SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.19, N = 3483.85563.07563.39476.80455.36476.65462.54462.00476.77484.24401.13489.42488.81399.99489.51485.86489.15-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R100200300400500Min: 483.25 / Avg: 483.85 / Max: 484.37Min: 561.74 / Avg: 563.07 / Max: 563.89Min: 563.26 / Avg: 563.39 / Max: 563.51Min: 476.69 / Avg: 476.8 / Max: 476.9Min: 455.09 / Avg: 455.36 / Max: 455.6Min: 476.5 / Avg: 476.65 / Max: 476.91Min: 462.46 / Avg: 462.54 / Max: 462.64Min: 461.32 / Avg: 462 / Max: 462.44Min: 476.69 / Avg: 476.77 / Max: 476.92Min: 484.14 / Avg: 484.24 / Max: 484.34Min: 400.57 / Avg: 401.13 / Max: 401.46Min: 489.25 / Avg: 489.42 / Max: 489.62Min: 487.27 / Avg: 488.81 / Max: 489.67Min: 398.89 / Avg: 399.99 / Max: 400.68Min: 489.15 / Avg: 489.51 / Max: 489.79Min: 484.68 / Avg: 485.86 / Max: 487.9Min: 488.86 / Avg: 489.15 / Max: 489.51. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20K40K60K80K100KSE +/- 60.01, N = 3SE +/- 16.44, N = 3SE +/- 3.00, N = 3SE +/- 1707.81, N = 12SE +/- 241.14, N = 3SE +/- 109.22, N = 3SE +/- 102.01, N = 3SE +/- 3.67, N = 3SE +/- 3.33, N = 3SE +/- 5.00, N = 3SE +/- 91.33, N = 3SE +/- 111.31, N = 3SE +/- 60.93, N = 3SE +/- 24.29, N = 3SE +/- 6.03, N = 3SE +/- 77.98, N = 3SE +/- 12.50, N = 37927352525263494188660146837372149932393223174359341021534852712620424214032554751324-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R15K30K45K60K75KMin: 79154 / Avg: 79273 / Max: 79346Min: 52494 / Avg: 52525 / Max: 52550Min: 26343 / Avg: 26349 / Max: 26352Min: 25382 / Avg: 41885.92 / Max: 44509Min: 59806 / Avg: 60145.67 / Max: 60612Min: 83520 / Avg: 83737.33 / Max: 83865Min: 21295 / Avg: 21498.67 / Max: 21611Min: 32389 / Avg: 32392.67 / Max: 32400Min: 22310 / Avg: 22316.67 / Max: 22320Min: 43588 / Avg: 43593 / Max: 43603Min: 40838 / Avg: 41020.67 / Max: 41112Min: 53299 / Avg: 53485.33 / Max: 53684Min: 27043 / Avg: 27126.33 / Max: 27245Min: 20383 / Avg: 20423.67 / Max: 20467Min: 21391 / Avg: 21403 / Max: 21410Min: 25414 / Avg: 25546.67 / Max: 25684Min: 51304 / Avg: 51324 / Max: 513471. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1.16252.3253.48754.655.8125SE +/- 0.03417, N = 3SE +/- 0.00628, N = 3SE +/- 0.00785, N = 3SE +/- 0.00493, N = 3SE +/- 0.01718, N = 3SE +/- 0.02065, N = 15SE +/- 0.05038, N = 3SE +/- 0.04032, N = 5SE +/- 0.01025, N = 3SE +/- 0.00693, N = 3SE +/- 0.01245, N = 3SE +/- 0.01296, N = 3SE +/- 0.00644, N = 3SE +/- 0.01398, N = 3SE +/- 0.02145, N = 3SE +/- 0.01148, N = 3SE +/- 0.02205, N = 152.645942.088683.081432.477182.526512.273573.780303.066063.651292.571602.666992.189754.413665.166584.756964.499852.23009MIN: 2.31MIN: 1.74MIN: 3.01MIN: 2MIN: 1.94MIN: 1.6MIN: 3.45MIN: 2.55MIN: 3.49MIN: 2.39MIN: 2.31MIN: 1.86MIN: 3.68MIN: 4.71MIN: 4.33MIN: 4.19MIN: 1.821. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810Min: 2.6 / Avg: 2.65 / Max: 2.71Min: 2.08 / Avg: 2.09 / Max: 2.1Min: 3.07 / Avg: 3.08 / Max: 3.1Min: 2.47 / Avg: 2.48 / Max: 2.49Min: 2.51 / Avg: 2.53 / Max: 2.56Min: 2.13 / Avg: 2.27 / Max: 2.37Min: 3.71 / Avg: 3.78 / Max: 3.88Min: 2.98 / Avg: 3.07 / Max: 3.2Min: 3.63 / Avg: 3.65 / Max: 3.67Min: 2.56 / Avg: 2.57 / Max: 2.58Min: 2.65 / Avg: 2.67 / Max: 2.69Min: 2.17 / Avg: 2.19 / Max: 2.22Min: 4.41 / Avg: 4.41 / Max: 4.43Min: 5.14 / Avg: 5.17 / Max: 5.18Min: 4.72 / Avg: 4.76 / Max: 4.79Min: 4.49 / Avg: 4.5 / Max: 4.52Min: 2.07 / Avg: 2.23 / Max: 2.351. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R16003200480064008000SE +/- 1.04, N = 3SE +/- 7.29, N = 3SE +/- 1.65, N = 3SE +/- 2.02, N = 3SE +/- 0.31, N = 3SE +/- 1.59, N = 3SE +/- 0.61, N = 3SE +/- 0.46, N = 3SE +/- 1.31, N = 3SE +/- 12.08, N = 3SE +/- 2.28, N = 3SE +/- 2.41, N = 3SE +/- 5.07, N = 3SE +/- 0.67, N = 3SE +/- 2.58, N = 3SE +/- 5.71, N = 3SE +/- 3.26, N = 31621.462329.724635.502742.542128.061532.785653.283797.045477.952960.073849.132987.085864.267457.867189.036072.573112.36MIN: 1613.85MIN: 2315.26MIN: 4630.21MIN: 2732.66MIN: 2124.9MIN: 1522.65MIN: 5647.37MIN: 3795.22MIN: 5468.42MIN: 2928.91MIN: 3842.7MIN: 2977.12MIN: 5830.88MIN: 7454.84MIN: 7180.23MIN: 6048.56MIN: 3107.31. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R13002600390052006500Min: 1619.69 / Avg: 1621.46 / Max: 1623.29Min: 2318.69 / Avg: 2329.72 / Max: 2343.5Min: 4633.8 / Avg: 4635.5 / Max: 4638.8Min: 2739.56 / Avg: 2742.54 / Max: 2746.38Min: 2127.7 / Avg: 2128.06 / Max: 2128.69Min: 1530.97 / Avg: 1532.78 / Max: 1535.95Min: 5652.06 / Avg: 5653.28 / Max: 5654Min: 3796.36 / Avg: 3797.04 / Max: 3797.92Min: 5475.6 / Avg: 5477.95 / Max: 5480.11Min: 2935.93 / Avg: 2960.07 / Max: 2972.9Min: 3845.26 / Avg: 3849.13 / Max: 3853.16Min: 2982.26 / Avg: 2987.08 / Max: 2989.77Min: 5854.16 / Avg: 5864.26 / Max: 5870.05Min: 7456.55 / Avg: 7457.86 / Max: 7458.75Min: 7185.36 / Avg: 7189.03 / Max: 7194.01Min: 6063.14 / Avg: 6072.57 / Max: 6082.86Min: 3108.11 / Avg: 3112.36 / Max: 3118.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.37, N = 12SE +/- 0.29, N = 3SE +/- 0.31, N = 3SE +/- 0.73, N = 6SE +/- 0.46, N = 12SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.72, N = 12SE +/- 0.91, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 340.7155.9380.5359.9150.6239.82104.6478.0299.0358.6787.5436.3769.14171.43131.09108.1654.82MIN: 34.39MIN: 51.37MIN: 78.33MIN: 53.4MIN: 42.41MIN: 35.78MIN: 99.15MIN: 69.39MIN: 94.31MIN: 56.69MIN: 86.64MIN: 34.65MIN: 68.48MIN: 170.75MIN: 130.56MIN: 106.43MIN: 54.081. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150Min: 37.65 / Avg: 40.71 / Max: 42.3Min: 55.36 / Avg: 55.93 / Max: 56.31Min: 80.07 / Avg: 80.53 / Max: 81.11Min: 57.97 / Avg: 59.91 / Max: 62.72Min: 48.07 / Avg: 50.62 / Max: 53.38Min: 39.32 / Avg: 39.82 / Max: 40.16Min: 104.52 / Avg: 104.64 / Max: 104.82Min: 74.13 / Avg: 78.02 / Max: 82.79Min: 98.01 / Avg: 99.03 / Max: 100.84Min: 58.21 / Avg: 58.67 / Max: 59.25Min: 87.46 / Avg: 87.54 / Max: 87.61Min: 36.35 / Avg: 36.37 / Max: 36.39Min: 69.03 / Avg: 69.14 / Max: 69.27Min: 171.33 / Avg: 171.43 / Max: 171.54Min: 131.05 / Avg: 131.09 / Max: 131.15Min: 107.84 / Avg: 108.16 / Max: 108.62Min: 54.7 / Avg: 54.82 / Max: 54.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R70140210280350SE +/- 0.68, N = 3SE +/- 1.17, N = 3SE +/- 0.42, N = 3SE +/- 0.42, N = 3SE +/- 0.59, N = 3SE +/- 1.32, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 1.81, N = 3SE +/- 1.66, N = 3SE +/- 1.20, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.78, N = 3SE +/- 0.84, N = 3302.35263.77222.23240.37261.12296.06169.42223.20196.28260.52159.60203.10170.07132.46136.86160.59177.89MIN: 104.52 / MAX: 335.47MIN: 113.47 / MAX: 285.99MIN: 159.28 / MAX: 244.43MIN: 132.01 / MAX: 259.25MIN: 115.95 / MAX: 285.13MIN: 95.29 / MAX: 338.33MIN: 127.73 / MAX: 188.86MIN: 141.07 / MAX: 243.94MIN: 145.91 / MAX: 217.23MIN: 158.5 / MAX: 277.52MIN: 100.88 / MAX: 178.21MIN: 119.16 / MAX: 222.17MIN: 115.59 / MAX: 193.75MIN: 104.21 / MAX: 150.6MIN: 107.86 / MAX: 153.94MIN: 110.85 / MAX: 181MIN: 103.41 / MAX: 190.931. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R50100150200250Min: 301.12 / Avg: 302.35 / Max: 303.48Min: 262.57 / Avg: 263.77 / Max: 266.11Min: 221.56 / Avg: 222.23 / Max: 223Min: 239.63 / Avg: 240.37 / Max: 241.07Min: 260.3 / Avg: 261.12 / Max: 262.27Min: 293.42 / Avg: 296.06 / Max: 297.52Min: 168.85 / Avg: 169.42 / Max: 170.39Min: 223.09 / Avg: 223.2 / Max: 223.38Min: 196.07 / Avg: 196.28 / Max: 196.63Min: 260.39 / Avg: 260.52 / Max: 260.59Min: 157.11 / Avg: 159.6 / Max: 163.12Min: 199.83 / Avg: 203.1 / Max: 205.18Min: 168.35 / Avg: 170.07 / Max: 172.39Min: 132.26 / Avg: 132.46 / Max: 132.74Min: 136.26 / Avg: 136.86 / Max: 137.21Min: 159.19 / Avg: 160.59 / Max: 161.88Min: 176.75 / Avg: 177.89 / Max: 179.541. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R140280420560700SE +/- 6.54, N = 3SE +/- 1.41, N = 3SE +/- 0.59, N = 3SE +/- 3.06, N = 3SE +/- 1.17, N = 3SE +/- 1.70, N = 3SE +/- 0.17, N = 3SE +/- 1.73, N = 3SE +/- 0.85, N = 3SE +/- 0.35, N = 3SE +/- 4.57, N = 3SE +/- 1.84, N = 3SE +/- 0.97, N = 3SE +/- 1.97, N = 3SE +/- 1.26, N = 3SE +/- 2.31, N = 3SE +/- 3.79, N = 6658.09618.87501.21533.12566.85649.45399.17496.44435.69547.08272.55358.62307.75232.35265.46274.98321.84MIN: 211.11 / MAX: 758.4MIN: 300.44 / MAX: 675.97MIN: 353.46 / MAX: 545.85MIN: 313.35 / MAX: 590.66MIN: 238.04 / MAX: 631.84MIN: 203.53 / MAX: 748.16MIN: 287.39 / MAX: 430.5MIN: 310.03 / MAX: 543.56MIN: 302.41 / MAX: 471.34MIN: 346.15 / MAX: 603.46MIN: 156.69 / MAX: 307.87MIN: 196.53 / MAX: 395.24MIN: 179.63 / MAX: 337.24MIN: 133.23 / MAX: 255.75MIN: 166.24 / MAX: 288.23MIN: 160.24 / MAX: 299.46MIN: 175.96 / MAX: 365.431. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R120240360480600Min: 648.88 / Avg: 658.09 / Max: 670.74Min: 616.49 / Avg: 618.87 / Max: 621.38Min: 500.26 / Avg: 501.21 / Max: 502.3Min: 529.71 / Avg: 533.12 / Max: 539.21Min: 564.68 / Avg: 566.85 / Max: 568.71Min: 646.08 / Avg: 649.45 / Max: 651.54Min: 398.85 / Avg: 399.17 / Max: 399.4Min: 494.18 / Avg: 496.44 / Max: 499.84Min: 433.99 / Avg: 435.69 / Max: 436.58Min: 546.54 / Avg: 547.08 / Max: 547.73Min: 265.05 / Avg: 272.55 / Max: 280.83Min: 355.49 / Avg: 358.62 / Max: 361.86Min: 306.67 / Avg: 307.75 / Max: 309.68Min: 230.28 / Avg: 232.35 / Max: 236.29Min: 262.94 / Avg: 265.46 / Max: 266.88Min: 270.39 / Avg: 274.98 / Max: 277.72Min: 312.72 / Avg: 321.84 / Max: 334.411. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.07, N = 3SE +/- 0.22, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.47, N = 3139.87131.66110.88109.98125.03137.1286.2297.5891.68110.7159.5173.9562.3250.1055.8858.0570.81MIN: 101.02 / MAX: 215.53MIN: 90.87 / MAX: 205.63MIN: 74.93 / MAX: 212.32MIN: 76.69 / MAX: 176.26MIN: 91.31 / MAX: 182.43MIN: 99.13 / MAX: 213.36MIN: 58.99 / MAX: 170.38MIN: 66.87 / MAX: 181.32MIN: 62.47 / MAX: 183.37MIN: 78 / MAX: 183.07MIN: 45.13 / MAX: 93.29MIN: 55.51 / MAX: 119.74MIN: 45.27 / MAX: 134.22MIN: 36.69 / MAX: 102.49MIN: 40.96 / MAX: 112.64MIN: 42.73 / MAX: 119.59MIN: 54.24 / MAX: 115.341. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150Min: 139.73 / Avg: 139.87 / Max: 139.97Min: 131.41 / Avg: 131.66 / Max: 132.1Min: 110.6 / Avg: 110.88 / Max: 111.37Min: 109.63 / Avg: 109.98 / Max: 110.18Min: 124.8 / Avg: 125.03 / Max: 125.45Min: 136.32 / Avg: 137.12 / Max: 137.8Min: 85.91 / Avg: 86.22 / Max: 86.49Min: 96.96 / Avg: 97.58 / Max: 97.97Min: 91.54 / Avg: 91.68 / Max: 91.89Min: 110.42 / Avg: 110.71 / Max: 111.04Min: 59.25 / Avg: 59.51 / Max: 59.8Min: 73.65 / Avg: 73.95 / Max: 74.16Min: 61.86 / Avg: 62.32 / Max: 62.66Min: 50.03 / Avg: 50.1 / Max: 50.21Min: 55.79 / Avg: 55.88 / Max: 55.94Min: 57.87 / Avg: 58.05 / Max: 58.33Min: 70.22 / Avg: 70.81 / Max: 71.731. (CC) gcc options: -pthread

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.00, N = 12SE +/- 0.00, N = 10SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 7SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 611.248.474.727.098.8511.903.655.234.016.854.577.093.682.343.013.707.19MIN: 7.87 / MAX: 11.49MIN: 7.09 / MAX: 8.62MIN: 4.65 / MAX: 4.76MIN: 5.49 / MAX: 7.19MIN: 7.46 / MAX: 9.01MIN: 7.75 / MAX: 12.05MIN: 3.32 / MAX: 3.7MIN: 4.83 / MAX: 5.29MIN: 3.97 / MAX: 4.05MIN: 6.76 / MAX: 6.99MIN: 4.08 / MAX: 4.61MIN: 6.37 / MAX: 7.14MIN: 3.64 / MAX: 3.7MIN: 2.3 / MAX: 2.36MIN: 2.98 / MAX: 3.05MIN: 3.66 / MAX: 3.73MIN: 6.45 / MAX: 7.25
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215Min: 11.24 / Avg: 11.24 / Max: 11.24Min: 8.47 / Avg: 8.47 / Max: 8.47Min: 4.72 / Avg: 4.72 / Max: 4.72Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 8.85 / Avg: 8.85 / Max: 8.85Min: 11.9 / Avg: 11.9 / Max: 11.9Min: 3.64 / Avg: 3.65 / Max: 3.65Min: 5.21 / Avg: 5.23 / Max: 5.24Min: 4 / Avg: 4.01 / Max: 4.02Min: 6.85 / Avg: 6.85 / Max: 6.85Min: 4.57 / Avg: 4.57 / Max: 4.57Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 3.68 / Avg: 3.68 / Max: 3.68Min: 2.34 / Avg: 2.34 / Max: 2.34Min: 3.01 / Avg: 3.01 / Max: 3.01Min: 3.69 / Avg: 3.7 / Max: 3.7Min: 7.19 / Avg: 7.19 / Max: 7.19

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 12SE +/- 0.00, N = 8SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 126.064.552.523.794.786.411.942.782.143.642.553.882.021.311.682.063.98MIN: 5.18 / MAX: 6.13MIN: 4.05 / MAX: 4.61MIN: 2.49 / MAX: 2.54MIN: 3.37 / MAX: 3.85MIN: 4.33 / MAX: 4.83MIN: 5.43 / MAX: 6.49MIN: 1.85 / MAX: 1.96MIN: 2.58 / MAX: 2.81MIN: 2.12 / MAX: 2.16MIN: 3.61 / MAX: 3.68MIN: 2.28 / MAX: 2.57MIN: 3.57 / MAX: 3.92MIN: 2 / MAX: 2.04MIN: 1.3 / MAX: 1.32MIN: 1.67MIN: 2.04 / MAX: 2.07MIN: 3.64 / MAX: 4.02
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215Min: 6.02 / Avg: 6.06 / Max: 6.06Min: 4.55 / Avg: 4.55 / Max: 4.57Min: 2.51 / Avg: 2.52 / Max: 2.52Min: 3.79 / Avg: 3.79 / Max: 3.79Min: 4.76 / Avg: 4.78 / Max: 4.78Min: 6.41 / Avg: 6.41 / Max: 6.41Min: 1.94 / Avg: 1.94 / Max: 1.94Min: 2.78 / Avg: 2.78 / Max: 2.78Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 3.64 / Avg: 3.64 / Max: 3.65Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 3.88 / Avg: 3.88 / Max: 3.88Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 1.31 / Avg: 1.31 / Max: 1.31Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 2.05 / Avg: 2.06 / Max: 2.06Min: 3.98 / Avg: 3.98 / Max: 3.98

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R48121620SE +/- 0.0000, N = 12SE +/- 0.0000, N = 15SE +/- 0.0000, N = 7SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0097, N = 3SE +/- 0.0000, N = 3SE +/- 0.0046, N = 8SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0373, N = 3SE +/- 0.0076, N = 4SE +/- 0.0000, N = 15SE +/- 0.0064, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 1216.670012.66007.140010.530013.160017.86005.40007.81256.090010.42006.620010.56005.52003.41004.37005.380010.4200MIN: 9.9 / MAX: 17.24MIN: 8.7 / MAX: 12.99MIN: 7.04 / MAX: 7.25MIN: 7.69 / MAX: 10.75MIN: 8.7 / MAX: 13.51MIN: 10.2 / MAX: 18.18MIN: 5.13 / MAX: 5.49MIN: 6.17 / MAX: 7.94MIN: 5.99 / MAX: 6.17MIN: 10.1 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 8.77 / MAX: 10.75MIN: 5.43 / MAX: 5.62MIN: 3.33 / MAX: 3.45MIN: 4.29 / MAX: 4.44MIN: 5.29 / MAX: 5.46MIN: 8.47 / MAX: 10.53
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R510152025Min: 16.67 / Avg: 16.67 / Max: 16.67Min: 12.66 / Avg: 12.66 / Max: 12.66Min: 7.14 / Avg: 7.14 / Max: 7.14Min: 10.53 / Avg: 10.53 / Max: 10.53Min: 13.16 / Avg: 13.16 / Max: 13.16Min: 17.86 / Avg: 17.86 / Max: 17.86Min: 5.38 / Avg: 5.4 / Max: 5.41Min: 7.81 / Avg: 7.81 / Max: 7.81Min: 6.06 / Avg: 6.09 / Max: 6.1Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 6.62 / Avg: 6.62 / Max: 6.62Min: 10.53 / Avg: 10.56 / Max: 10.64Min: 5.49 / Avg: 5.52 / Max: 5.52Min: 3.41 / Avg: 3.41 / Max: 3.41Min: 4.37 / Avg: 4.37 / Max: 4.39Min: 5.38 / Avg: 5.38 / Max: 5.38Min: 10.42 / Avg: 10.42 / Max: 10.42

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1122334455SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 347.6833.6919.3029.2237.4650.3214.7021.6216.9630.1423.2728.9615.9912.4312.3916.0529.52MIN: 46.79 / MAX: 49.4MIN: 33.25 / MAX: 34.45MIN: 19.16 / MAX: 19.63MIN: 28.86 / MAX: 29.79MIN: 36.72 / MAX: 38.65MIN: 49.47 / MAX: 51.96MIN: 14.56 / MAX: 15.02MIN: 21.28 / MAX: 22.21MIN: 16.81 / MAX: 17.23MIN: 29.74 / MAX: 31.03MIN: 23 / MAX: 23.64MIN: 28.49 / MAX: 29.56MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5MIN: 15.89 / MAX: 16.22MIN: 29.05 / MAX: 30.15
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1020304050Min: 47.65 / Avg: 47.68 / Max: 47.69Min: 33.68 / Avg: 33.69 / Max: 33.7Min: 19.28 / Avg: 19.3 / Max: 19.35Min: 29.17 / Avg: 29.22 / Max: 29.27Min: 37.43 / Avg: 37.46 / Max: 37.48Min: 50.3 / Avg: 50.32 / Max: 50.34Min: 14.69 / Avg: 14.7 / Max: 14.71Min: 21.58 / Avg: 21.62 / Max: 21.65Min: 16.92 / Avg: 16.96 / Max: 17.01Min: 30.08 / Avg: 30.14 / Max: 30.24Min: 23.23 / Avg: 23.27 / Max: 23.32Min: 28.79 / Avg: 28.96 / Max: 29.1Min: 15.99 / Avg: 15.99 / Max: 16Min: 12.41 / Avg: 12.43 / Max: 12.45Min: 12.38 / Avg: 12.39 / Max: 12.4Min: 16.01 / Avg: 16.05 / Max: 16.09Min: 29.42 / Avg: 29.52 / Max: 29.6

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.098, N = 15SE +/- 0.069, N = 3SE +/- 0.017, N = 3SE +/- 0.056, N = 15SE +/- 0.090, N = 3SE +/- 0.065, N = 3SE +/- 0.044, N = 3SE +/- 0.038, N = 15SE +/- 0.061, N = 3SE +/- 0.081, N = 3SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.018, N = 3SE +/- 0.021, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 3SE +/- 0.019, N = 36.2276.5444.9234.7195.6536.6883.4484.1783.5434.9844.2165.4314.3403.3093.3394.2855.3021. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215Min: 5.37 / Avg: 6.23 / Max: 6.68Min: 6.47 / Avg: 6.54 / Max: 6.68Min: 4.89 / Avg: 4.92 / Max: 4.95Min: 4.41 / Avg: 4.72 / Max: 5.05Min: 5.53 / Avg: 5.65 / Max: 5.83Min: 6.6 / Avg: 6.69 / Max: 6.81Min: 3.38 / Avg: 3.45 / Max: 3.53Min: 3.93 / Avg: 4.18 / Max: 4.46Min: 3.48 / Avg: 3.54 / Max: 3.66Min: 4.89 / Avg: 4.98 / Max: 5.15Min: 4.2 / Avg: 4.22 / Max: 4.23Min: 5.42 / Avg: 5.43 / Max: 5.45Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 3.27 / Avg: 3.31 / Max: 3.34Min: 3.33 / Avg: 3.34 / Max: 3.34Min: 4.26 / Avg: 4.29 / Max: 4.31Min: 5.27 / Avg: 5.3 / Max: 5.321. (CXX) g++ options: -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1632486480SE +/- 0.67, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.87, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.46, N = 3SE +/- 0.47, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 371.8359.9839.1747.3548.8474.0528.8443.4530.7446.9040.5551.7134.6426.4627.1933.0949.211. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1428425670Min: 70.56 / Avg: 71.83 / Max: 72.83Min: 59.56 / Avg: 59.98 / Max: 60.38Min: 38.85 / Avg: 39.17 / Max: 39.72Min: 47.05 / Avg: 47.35 / Max: 47.7Min: 47.95 / Avg: 48.84 / Max: 49.78Min: 72.6 / Avg: 74.05 / Max: 75.6Min: 28.36 / Avg: 28.84 / Max: 29.4Min: 42.57 / Avg: 43.45 / Max: 44.27Min: 30.01 / Avg: 30.74 / Max: 31.58Min: 46.43 / Avg: 46.9 / Max: 47.83Min: 40.34 / Avg: 40.55 / Max: 40.66Min: 51.23 / Avg: 51.71 / Max: 52.07Min: 34.46 / Avg: 34.64 / Max: 34.76Min: 26.34 / Avg: 26.46 / Max: 26.62Min: 27.1 / Avg: 27.19 / Max: 27.3Min: 32.87 / Avg: 33.09 / Max: 33.31Min: 48.86 / Avg: 49.21 / Max: 49.471. (CXX) g++ options: -fPIE -fPIC -pie

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.0497, N = 3SE +/- 0.0822, N = 3SE +/- 0.0307, N = 3SE +/- 0.0183, N = 3SE +/- 0.0520, N = 3SE +/- 0.0279, N = 3SE +/- 0.0177, N = 3SE +/- 0.0169, N = 3SE +/- 0.0378, N = 3SE +/- 0.0713, N = 3SE +/- 0.0265, N = 3SE +/- 0.0036, N = 3SE +/- 0.0145, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 3SE +/- 0.0243, N = 3SE +/- 0.0120, N = 37.83005.97003.21005.03006.04008.35002.62003.59002.67004.55003.43004.51832.35001.77001.74002.32004.4400MIN: 7.66 / MAX: 8.41MIN: 5.78 / MAX: 6.58MIN: 3.03 / MAX: 3.37MIN: 4.93 / MAX: 5.3MIN: 5.88 / MAX: 6.37MIN: 8.19 / MAX: 9.1MIN: 2.5 / MAX: 2.74MIN: 3.48 / MAX: 3.74MIN: 2.51 / MAX: 2.83MIN: 4.36 / MAX: 5MIN: 3.33 / MAX: 3.63MIN: 4.4 / MAX: 4.76MIN: 2.24 / MAX: 2.46MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79MIN: 2.2 / MAX: 2.43MIN: 4.34 / MAX: 4.63
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215Min: 7.74 / Avg: 7.83 / Max: 7.91Min: 5.86 / Avg: 5.97 / Max: 6.13Min: 3.15 / Avg: 3.21 / Max: 3.25Min: 5.01 / Avg: 5.03 / Max: 5.07Min: 5.95 / Avg: 6.04 / Max: 6.13Min: 8.29 / Avg: 8.35 / Max: 8.39Min: 2.58 / Avg: 2.62 / Max: 2.63Min: 3.55 / Avg: 3.59 / Max: 3.61Min: 2.61 / Avg: 2.67 / Max: 2.74Min: 4.45 / Avg: 4.55 / Max: 4.69Min: 3.39 / Avg: 3.43 / Max: 3.48Min: 4.51 / Avg: 4.52 / Max: 4.53Min: 2.33 / Avg: 2.35 / Max: 2.38Min: 1.75 / Avg: 1.77 / Max: 1.8Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 2.29 / Avg: 2.32 / Max: 2.36Min: 4.42 / Avg: 4.44 / Max: 4.46

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 9SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 128.696.673.505.386.789.322.844.052.855.043.654.322.511.881.882.484.46MIN: 8.26 / MAX: 8.85MIN: 6.36 / MAX: 6.75MIN: 3.43 / MAX: 3.51MIN: 4.91 / MAX: 5.61MIN: 6.42 / MAX: 6.89MIN: 8.8 / MAX: 9.55MIN: 2.76 / MAX: 2.87MIN: 3.94 / MAX: 4.08MIN: 2.79 / MAX: 2.9MIN: 4.92 / MAX: 5.22MIN: 3.56 / MAX: 3.67MIN: 2.71 / MAX: 4.87MIN: 2.44 / MAX: 2.56MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92MIN: 2.4 / MAX: 2.53MIN: 1.23 / MAX: 4.91
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215Min: 8.61 / Avg: 8.69 / Max: 8.81Min: 6.62 / Avg: 6.67 / Max: 6.72Min: 3.49 / Avg: 3.5 / Max: 3.5Min: 5.13 / Avg: 5.38 / Max: 5.57Min: 6.76 / Avg: 6.78 / Max: 6.82Min: 9.25 / Avg: 9.32 / Max: 9.46Min: 2.81 / Avg: 2.84 / Max: 2.87Min: 4.04 / Avg: 4.05 / Max: 4.06Min: 2.84 / Avg: 2.85 / Max: 2.88Min: 4.93 / Avg: 5.04 / Max: 5.21Min: 3.64 / Avg: 3.65 / Max: 3.65Min: 2.88 / Avg: 4.32 / Max: 4.83Min: 2.49 / Avg: 2.51 / Max: 2.53Min: 1.88 / Avg: 1.88 / Max: 1.89Min: 1.88 / Avg: 1.88 / Max: 1.88Min: 2.45 / Avg: 2.48 / Max: 2.5Min: 1.25 / Avg: 4.46 / Max: 4.88

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R9001800270036004500SE +/- 38.94, N = 3SE +/- 51.50, N = 3SE +/- 50.12, N = 6SE +/- 11.23, N = 3SE +/- 40.64, N = 3SE +/- 16.97, N = 3SE +/- 48.24, N = 4SE +/- 45.15, N = 3SE +/- 52.95, N = 3SE +/- 22.45, N = 3SE +/- 1.18, N = 3SE +/- 0.77, N = 3SE +/- 1.26, N = 3SE +/- 1.23, N = 3SE +/- 1.15, N = 3SE +/- 1.90, N = 3SE +/- 5.10, N = 33777.674303.724370.133774.883647.333783.183705.353643.553852.933883.482817.673410.383401.162823.603405.043398.403404.691. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R8001600240032004000Min: 3720.32 / Avg: 3777.67 / Max: 3851.98Min: 4231.6 / Avg: 4303.72 / Max: 4403.46Min: 4200.89 / Avg: 4370.13 / Max: 4499.12Min: 3754.45 / Avg: 3774.88 / Max: 3793.18Min: 3601.47 / Avg: 3647.33 / Max: 3728.37Min: 3760.76 / Avg: 3783.18 / Max: 3816.45Min: 3579.53 / Avg: 3705.35 / Max: 3809.63Min: 3590.72 / Avg: 3643.55 / Max: 3733.37Min: 3752.16 / Avg: 3852.93 / Max: 3931.52Min: 3842.94 / Avg: 3883.48 / Max: 3920.49Min: 2815.32 / Avg: 2817.67 / Max: 2818.9Min: 3408.86 / Avg: 3410.38 / Max: 3411.38Min: 3398.73 / Avg: 3401.16 / Max: 3402.94Min: 2821.28 / Avg: 2823.6 / Max: 2825.48Min: 3402.98 / Avg: 3405.04 / Max: 3406.95Min: 3394.66 / Avg: 3398.4 / Max: 3400.83Min: 3397.8 / Avg: 3404.69 / Max: 3414.651. (CC) gcc options: -O3 -mavx2

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R30M60M90M120M150MSE +/- 760659.12, N = 3SE +/- 564284.27, N = 3SE +/- 576960.59, N = 3SE +/- 629934.99, N = 3SE +/- 431768.56, N = 3SE +/- 1157750.62, N = 3SE +/- 140703.23, N = 3SE +/- 395109.47, N = 3SE +/- 104295.87, N = 3SE +/- 544138.70, N = 3SE +/- 553774.93, N = 3SE +/- 956232.23, N = 3SE +/- 324752.06, N = 3SE +/- 406404.40, N = 3SE +/- 188043.56, N = 3SE +/- 184471.68, N = 3SE +/- 316618.77, N = 31257534758575527347342101761863639735498513097571437288065563291954189407075514543605696967520372939776292311745763242433238167326742358291. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20M40M60M80M100MMin: 124234380 / Avg: 125753475 / Max: 126584224Min: 84663772 / Avg: 85755272.67 / Max: 86549458Min: 46686394 / Avg: 47342100.67 / Max: 48492260Min: 75537708 / Avg: 76186363.33 / Max: 77446046Min: 96840464 / Avg: 97354985 / Max: 98212848Min: 129596208 / Avg: 130975713.67 / Max: 133276020Min: 37009553 / Avg: 37288065 / Max: 37462185Min: 55557225 / Avg: 56329194.67 / Max: 56861404Min: 41776266 / Avg: 41894070 / Max: 42102051Min: 74642295 / Avg: 75514543 / Max: 76514270Min: 59872841 / Avg: 60569696 / Max: 61663640Min: 74074620 / Avg: 75203728.67 / Max: 77105061Min: 39279404 / Avg: 39776292.33 / Max: 40386977Min: 30397635 / Avg: 31174576 / Max: 31769845Min: 32052041 / Avg: 32424332 / Max: 32656637Min: 37814147 / Avg: 38167326 / Max: 38436316Min: 73620832 / Avg: 74235829 / Max: 746740041. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1632486480SE +/- 0.21, N = 13SE +/- 0.33, N = 3SE +/- 0.63, N = 4SE +/- 0.37, N = 7SE +/- 0.30, N = 9SE +/- 0.20, N = 14SE +/- 0.64, N = 5SE +/- 0.57, N = 4SE +/- 0.44, N = 3SE +/- 0.49, N = 5SE +/- 0.41, N = 10SE +/- 0.37, N = 8SE +/- 0.88, N = 3SE +/- 0.99, N = 4SE +/- 0.88, N = 4SE +/- 0.87, N = 4SE +/- 0.34, N = 1026.6228.0643.9134.3330.8825.9854.2742.8452.9637.0145.3236.6057.7771.7767.1659.0136.70
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1428425670Min: 26.29 / Avg: 26.62 / Max: 29.12Min: 27.64 / Avg: 28.06 / Max: 28.71Min: 42.42 / Avg: 43.91 / Max: 45.51Min: 33.88 / Avg: 34.33 / Max: 36.56Min: 30.46 / Avg: 30.88 / Max: 33.24Min: 25.64 / Avg: 25.98 / Max: 28.54Min: 52.86 / Avg: 54.27 / Max: 56.65Min: 42.19 / Avg: 42.84 / Max: 44.54Min: 52.48 / Avg: 52.96 / Max: 53.84Min: 36.46 / Avg: 37.01 / Max: 38.99Min: 44.82 / Avg: 45.31 / Max: 49.05Min: 35.87 / Avg: 36.59 / Max: 39.05Min: 56.82 / Avg: 57.77 / Max: 59.54Min: 70.71 / Avg: 71.77 / Max: 74.75Min: 66.24 / Avg: 67.16 / Max: 69.81Min: 58.09 / Avg: 59.01 / Max: 61.62Min: 36.22 / Avg: 36.7 / Max: 39.79

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R110220330440550SE +/- 0.74, N = 3SE +/- 1.04, N = 3SE +/- 4.52, N = 4SE +/- 1.47, N = 3SE +/- 2.07, N = 3SE +/- 1.54, N = 3SE +/- 5.93, N = 4SE +/- 2.04, N = 3SE +/- 4.25, N = 3SE +/- 1.48, N = 3SE +/- 1.73, N = 3SE +/- 3.51, N = 3SE +/- 2.13, N = 3SE +/- 2.53, N = 3SE +/- 3.37, N = 3SE +/- 1.84, N = 3SE +/- 2.03, N = 3224.56217.83328.76264.63248.57217.74400.48327.01385.46287.13347.83279.68433.19531.15501.22430.43286.78
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R90180270360450Min: 223.09 / Avg: 224.56 / Max: 225.35Min: 216.23 / Avg: 217.83 / Max: 219.77Min: 317.66 / Avg: 328.76 / Max: 339.71Min: 262.14 / Avg: 264.63 / Max: 267.22Min: 244.51 / Avg: 248.57 / Max: 251.26Min: 215.87 / Avg: 217.74 / Max: 220.8Min: 387.5 / Avg: 400.48 / Max: 415.31Min: 324.02 / Avg: 327.01 / Max: 330.9Min: 380.06 / Avg: 385.46 / Max: 393.85Min: 284.25 / Avg: 287.13 / Max: 289.15Min: 344.45 / Avg: 347.83 / Max: 350.17Min: 275.52 / Avg: 279.68 / Max: 286.66Min: 430.37 / Avg: 433.19 / Max: 437.36Min: 526.72 / Avg: 531.15 / Max: 535.48Min: 495.04 / Avg: 501.22 / Max: 506.63Min: 427.54 / Avg: 430.43 / Max: 433.83Min: 282.73 / Avg: 286.78 / Max: 289.09

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.30, N = 3SE +/- 0.27, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 364.6858.1969.5468.9870.2964.6985.5677.4583.0171.5686.3370.6188.98109.70101.7291.6472.15
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20406080100Min: 64.55 / Avg: 64.68 / Max: 64.76Min: 57.9 / Avg: 58.19 / Max: 58.41Min: 69.41 / Avg: 69.54 / Max: 69.7Min: 68.79 / Avg: 68.98 / Max: 69.18Min: 70.07 / Avg: 70.29 / Max: 70.63Min: 64.08 / Avg: 64.69 / Max: 65.1Min: 85.22 / Avg: 85.56 / Max: 86.16Min: 77.03 / Avg: 77.45 / Max: 77.95Min: 82.42 / Avg: 83.01 / Max: 83.46Min: 71.32 / Avg: 71.56 / Max: 71.83Min: 86.11 / Avg: 86.32 / Max: 86.49Min: 70.46 / Avg: 70.61 / Max: 70.79Min: 88.88 / Avg: 88.98 / Max: 89.05Min: 109.44 / Avg: 109.7 / Max: 109.94Min: 101.56 / Avg: 101.72 / Max: 101.82Min: 91.35 / Avg: 91.64 / Max: 91.86Min: 71.98 / Avg: 72.15 / Max: 72.4

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R612182430SE +/- 0.03655, N = 3SE +/- 0.02403, N = 3SE +/- 0.03523, N = 3SE +/- 0.03013, N = 3SE +/- 0.02783, N = 3SE +/- 0.05038, N = 3SE +/- 0.02795, N = 3SE +/- 0.03002, N = 3SE +/- 0.07236, N = 3SE +/- 0.04181, N = 3SE +/- 0.06619, N = 3SE +/- 0.05690, N = 3SE +/- 0.06005, N = 3SE +/- 0.12220, N = 3SE +/- 0.02235, N = 3SE +/- 0.03525, N = 3SE +/- 0.03810, N = 37.124958.2535714.063809.885588.744986.8454917.1877012.5601016.7079010.5802013.6031010.6653018.6129023.6129022.4866018.9840011.07260-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-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-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-sse4a1. (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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R612182430Min: 7.08 / Avg: 7.12 / Max: 7.2Min: 8.23 / Avg: 8.25 / Max: 8.3Min: 13.99 / Avg: 14.06 / Max: 14.1Min: 9.83 / Avg: 9.89 / Max: 9.94Min: 8.69 / Avg: 8.74 / Max: 8.79Min: 6.76 / Avg: 6.85 / Max: 6.94Min: 17.14 / Avg: 17.19 / Max: 17.24Min: 12.53 / Avg: 12.56 / Max: 12.62Min: 16.57 / Avg: 16.71 / Max: 16.82Min: 10.51 / Avg: 10.58 / Max: 10.65Min: 13.47 / Avg: 13.6 / Max: 13.69Min: 10.57 / Avg: 10.67 / Max: 10.77Min: 18.5 / Avg: 18.61 / Max: 18.7Min: 23.38 / Avg: 23.61 / Max: 23.8Min: 22.44 / Avg: 22.49 / Max: 22.52Min: 18.92 / Avg: 18.98 / Max: 19.05Min: 11.01 / Avg: 11.07 / Max: 11.141. (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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R714212835SE +/- 0.22, N = 15SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 4SE +/- 0.28, N = 6SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 323.9721.5422.5624.6225.3624.4028.5126.4226.0623.0927.3923.1924.0928.9025.9625.0123.34-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-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-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-sse4a1. (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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R612182430Min: 23.02 / Avg: 23.97 / Max: 25.32Min: 21.4 / Avg: 21.54 / Max: 21.69Min: 22.49 / Avg: 22.56 / Max: 22.69Min: 24.55 / Avg: 24.62 / Max: 24.67Min: 24.85 / Avg: 25.36 / Max: 26.38Min: 23.67 / Avg: 24.4 / Max: 25.2Min: 28.43 / Avg: 28.51 / Max: 28.56Min: 26.35 / Avg: 26.42 / Max: 26.47Min: 26.03 / Avg: 26.06 / Max: 26.1Min: 23.06 / Avg: 23.09 / Max: 23.16Min: 27.34 / Avg: 27.39 / Max: 27.45Min: 23.09 / Avg: 23.19 / Max: 23.26Min: 23.98 / Avg: 24.09 / Max: 24.22Min: 28.76 / Avg: 28.9 / Max: 29.13Min: 25.93 / Avg: 25.96 / Max: 26Min: 24.89 / Avg: 25.01 / Max: 25.14Min: 23.29 / Avg: 23.34 / Max: 23.411. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R80160240320400SE +/- 1.10, N = 3SE +/- 0.44, N = 3SE +/- 0.90, N = 3SE +/- 1.19, N = 3SE +/- 1.21, N = 3SE +/- 1.42, N = 3SE +/- 1.58, N = 3SE +/- 1.67, N = 3SE +/- 1.05, N = 3SE +/- 1.78, N = 3SE +/- 1.91, N = 3SE +/- 1.46, N = 3SE +/- 0.54, N = 3SE +/- 0.89, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.65, N = 3310.54364.86366.16317.99296.14307.69306.25306.36315.52314.28262.78304.16318.87272.12315.14313.76300.73
OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R70140210280350Min: 308.7 / Avg: 310.54 / Max: 312.49Min: 364.24 / Avg: 364.86 / Max: 365.72Min: 364.48 / Avg: 366.16 / Max: 367.56Min: 315.61 / Avg: 317.99 / Max: 319.25Min: 294.27 / Avg: 296.14 / Max: 298.41Min: 304.97 / Avg: 307.69 / Max: 309.75Min: 303.1 / Avg: 306.25 / Max: 308.11Min: 304.44 / Avg: 306.36 / Max: 309.69Min: 313.47 / Avg: 315.52 / Max: 316.94Min: 312.04 / Avg: 314.28 / Max: 317.81Min: 259.87 / Avg: 262.78 / Max: 266.38Min: 301.43 / Avg: 304.16 / Max: 306.43Min: 317.87 / Avg: 318.87 / Max: 319.73Min: 270.38 / Avg: 272.12 / Max: 273.32Min: 311.98 / Avg: 315.14 / Max: 318.88Min: 308.16 / Avg: 313.76 / Max: 319.36Min: 299.89 / Avg: 300.73 / Max: 302.01

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.97, N = 3SE +/- 0.72, N = 15SE +/- 0.14, N = 3SE +/- 1.32, N = 3SE +/- 0.25, N = 3SE +/- 1.10, N = 3SE +/- 0.80, N = 11SE +/- 1.00, N = 7SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.71, N = 3SE +/- 0.89, N = 3SE +/- 1.84, N = 3SE +/- 1.22, N = 3SE +/- 0.75, N = 3SE +/- 1.11, N = 3SE +/- 0.47, N = 380.8575.3568.5685.8183.0478.4889.1288.3279.4175.07133.01123.39119.79136.00128.41126.08125.12
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150Min: 79.77 / Avg: 80.85 / Max: 82.79Min: 71.84 / Avg: 75.35 / Max: 79.78Min: 68.3 / Avg: 68.56 / Max: 68.76Min: 83.18 / Avg: 85.81 / Max: 87.28Min: 82.58 / Avg: 83.04 / Max: 83.45Min: 76.73 / Avg: 78.48 / Max: 80.51Min: 85.27 / Avg: 89.12 / Max: 93.75Min: 85.87 / Avg: 88.32 / Max: 93.25Min: 79.35 / Avg: 79.41 / Max: 79.47Min: 74.81 / Avg: 75.07 / Max: 75.27Min: 131.97 / Avg: 133.01 / Max: 134.36Min: 121.72 / Avg: 123.39 / Max: 124.78Min: 117.05 / Avg: 119.79 / Max: 123.28Min: 133.64 / Avg: 136 / Max: 137.72Min: 126.91 / Avg: 128.41 / Max: 129.2Min: 123.88 / Avg: 126.08 / Max: 127.39Min: 124.52 / Avg: 125.12 / Max: 126.04

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R70140210280350215.02187.86181.76220.82232.10221.28230.50225.72215.32218.48281.25233.04242.00299.74241.90242.52230.56

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1326395265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 317.7020.4833.5324.0221.0617.3440.8730.1339.4825.1434.6327.2344.9458.2555.2146.7127.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1224364860Min: 17.61 / Avg: 17.7 / Max: 17.75Min: 20.45 / Avg: 20.48 / Max: 20.5Min: 33.52 / Avg: 33.53 / Max: 33.54Min: 23.96 / Avg: 24.02 / Max: 24.07Min: 21.02 / Avg: 21.06 / Max: 21.1Min: 17.31 / Avg: 17.34 / Max: 17.37Min: 40.86 / Avg: 40.87 / Max: 40.87Min: 30.11 / Avg: 30.13 / Max: 30.16Min: 39.47 / Avg: 39.48 / Max: 39.5Min: 25.13 / Avg: 25.14 / Max: 25.15Min: 34.62 / Avg: 34.63 / Max: 34.65Min: 27.13 / Avg: 27.23 / Max: 27.29Min: 44.91 / Avg: 44.94 / Max: 44.98Min: 58.22 / Avg: 58.25 / Max: 58.27Min: 55.18 / Avg: 55.21 / Max: 55.27Min: 46.7 / Avg: 46.71 / Max: 46.72Min: 27.94 / Avg: 27.98 / Max: 28.031. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R13K26K39K52K65KSE +/- 876.33, N = 3SE +/- 502.31, N = 3SE +/- 118.27, N = 3SE +/- 567.95, N = 3SE +/- 454.07, N = 3SE +/- 123.21, N = 3SE +/- 62.58, N = 3SE +/- 369.92, N = 3SE +/- 202.49, N = 3SE +/- 424.01, N = 3SE +/- 223.28, N = 3SE +/- 369.19, N = 3SE +/- 58.00, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 3SE +/- 50.25, N = 3SE +/- 178.87, N = 35798340790275983569047866595292081729344235773753427592347492207417105169812188640270
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R10K20K30K40K50KMin: 57077 / Avg: 57982.67 / Max: 59735Min: 39916 / Avg: 40790 / Max: 41656Min: 27400 / Avg: 27597.67 / Max: 27809Min: 34889 / Avg: 35690 / Max: 36788Min: 47205 / Avg: 47866.33 / Max: 48736Min: 59284 / Avg: 59529.33 / Max: 59672Min: 20693 / Avg: 20817.33 / Max: 20892Min: 28631 / Avg: 29344.33 / Max: 29871Min: 23189 / Avg: 23577.33 / Max: 23871Min: 36994 / Avg: 37533.67 / Max: 38370Min: 27356 / Avg: 27591.67 / Max: 28038Min: 34096 / Avg: 34749 / Max: 35374Min: 22016 / Avg: 22074 / Max: 22190Min: 17055 / Avg: 17105 / Max: 17171Min: 16856 / Avg: 16981 / Max: 17097Min: 21800 / Avg: 21885.67 / Max: 21974Min: 39927 / Avg: 40269.67 / Max: 40530

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.65, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 338.7245.3185.1455.2547.2335.86102.3873.50101.7762.7678.7259.45111.82149.02149.39113.3060.67
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150Min: 38.52 / Avg: 38.72 / Max: 38.89Min: 45.24 / Avg: 45.31 / Max: 45.4Min: 84.89 / Avg: 85.14 / Max: 85.59Min: 55.16 / Avg: 55.25 / Max: 55.38Min: 47.03 / Avg: 47.23 / Max: 47.62Min: 35.72 / Avg: 35.86 / Max: 36.01Min: 102.37 / Avg: 102.38 / Max: 102.39Min: 73.34 / Avg: 73.5 / Max: 73.79Min: 101.57 / Avg: 101.77 / Max: 102Min: 61.68 / Avg: 62.76 / Max: 63.93Min: 78.43 / Avg: 78.72 / Max: 78.87Min: 59.38 / Avg: 59.45 / Max: 59.53Min: 111.51 / Avg: 111.82 / Max: 112.11Min: 148.71 / Avg: 149.02 / Max: 149.61Min: 148.85 / Avg: 149.39 / Max: 149.82Min: 112.98 / Avg: 113.3 / Max: 113.74Min: 60.42 / Avg: 60.67 / Max: 60.86

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R90180270360450SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.82, N = 3SE +/- 0.44, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.52, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 388.00114.58225.29139.10112.1682.13269.88190.02270.75158.02218.06163.32321.53432.11433.42328.81165.96
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R80160240320400Min: 87.81 / Avg: 88 / Max: 88.16Min: 114.36 / Avg: 114.58 / Max: 115.01Min: 225.16 / Avg: 225.29 / Max: 225.43Min: 138.66 / Avg: 139.1 / Max: 139.82Min: 112.07 / Avg: 112.16 / Max: 112.26Min: 82.1 / Avg: 82.13 / Max: 82.17Min: 268.87 / Avg: 269.88 / Max: 271.51Min: 189.25 / Avg: 190.02 / Max: 190.77Min: 270.53 / Avg: 270.75 / Max: 271.01Min: 157.91 / Avg: 158.02 / Max: 158.19Min: 217.79 / Avg: 218.06 / Max: 218.43Min: 162.78 / Avg: 163.32 / Max: 164.35Min: 321.25 / Avg: 321.53 / Max: 321.79Min: 431.84 / Avg: 432.11 / Max: 432.51Min: 433.1 / Avg: 433.42 / Max: 433.99Min: 328.21 / Avg: 328.81 / Max: 329.54Min: 165.68 / Avg: 165.96 / Max: 166.31

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R50100150200250SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 363.6670.15123.2486.0375.4560.11154.23110.86148.3991.81125.3596.41173.95229.71229.28175.9598.24
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200Min: 63.56 / Avg: 63.66 / Max: 63.72Min: 69.99 / Avg: 70.15 / Max: 70.36Min: 123.13 / Avg: 123.24 / Max: 123.38Min: 85.65 / Avg: 86.03 / Max: 86.33Min: 75.29 / Avg: 75.45 / Max: 75.59Min: 60.03 / Avg: 60.11 / Max: 60.25Min: 154.01 / Avg: 154.23 / Max: 154.58Min: 110.77 / Avg: 110.86 / Max: 110.91Min: 147.89 / Avg: 148.39 / Max: 148.84Min: 91.49 / Avg: 91.81 / Max: 92.06Min: 125.12 / Avg: 125.35 / Max: 125.72Min: 96.04 / Avg: 96.41 / Max: 96.73Min: 173.9 / Avg: 173.95 / Max: 174.04Min: 229.6 / Avg: 229.71 / Max: 229.85Min: 229.2 / Avg: 229.28 / Max: 229.38Min: 175.74 / Avg: 175.95 / Max: 176.1Min: 98.14 / Avg: 98.24 / Max: 98.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R130260390520650SE +/- 0.85, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.25, N = 3SE +/- 0.64, N = 3SE +/- 0.65, N = 3SE +/- 0.35, N = 3SE +/- 0.31, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3179.43202.28352.28243.32206.09171.38455.41320.14408.87249.65333.40257.01453.22593.13589.07456.47260.56
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R100200300400500Min: 177.86 / Avg: 179.43 / Max: 180.8Min: 202.08 / Avg: 202.28 / Max: 202.42Min: 352.17 / Avg: 352.28 / Max: 352.37Min: 242.83 / Avg: 243.32 / Max: 243.59Min: 204.9 / Avg: 206.09 / Max: 207.11Min: 170.14 / Avg: 171.38 / Max: 172.36Min: 455.04 / Avg: 455.41 / Max: 456.1Min: 319.67 / Avg: 320.14 / Max: 320.72Min: 408.74 / Avg: 408.87 / Max: 409.12Min: 249.02 / Avg: 249.65 / Max: 250.38Min: 333.2 / Avg: 333.4 / Max: 333.55Min: 256.69 / Avg: 257.01 / Max: 257.5Min: 452.47 / Avg: 453.22 / Max: 453.99Min: 592.89 / Avg: 593.13 / Max: 593.46Min: 588.68 / Avg: 589.07 / Max: 589.31Min: 456.18 / Avg: 456.47 / Max: 456.85Min: 259.97 / Avg: 260.56 / Max: 260.9

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R120240360480600SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.73, N = 3SE +/- 0.08, N = 3SE +/- 0.87, N = 3SE +/- 0.05, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.22, N = 3SE +/- 0.50, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3120.28151.36286.93182.08150.88111.91346.49243.03343.69202.46272.72207.41400.96531.39531.98404.78208.30
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R90180270360450Min: 119.78 / Avg: 120.28 / Max: 120.7Min: 151.17 / Avg: 151.36 / Max: 151.7Min: 285.97 / Avg: 286.93 / Max: 288.37Min: 181.97 / Avg: 182.08 / Max: 182.24Min: 149.15 / Avg: 150.88 / Max: 151.91Min: 111.81 / Avg: 111.91 / Max: 112Min: 345.25 / Avg: 346.49 / Max: 347.18Min: 242.71 / Avg: 243.03 / Max: 243.36Min: 343.09 / Avg: 343.69 / Max: 344.13Min: 202.12 / Avg: 202.46 / Max: 202.86Min: 272.04 / Avg: 272.72 / Max: 273.7Min: 207.29 / Avg: 207.41 / Max: 207.58Min: 400.53 / Avg: 400.96 / Max: 401.29Min: 530.72 / Avg: 531.39 / Max: 532.27Min: 531.42 / Avg: 531.98 / Max: 532.47Min: 404.72 / Avg: 404.78 / Max: 404.82Min: 208.1 / Avg: 208.3 / Max: 208.45

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 3.38, N = 3SE +/- 1.53, N = 3SE +/- 1.73, N = 3SE +/- 2.96, N = 3SE +/- 2.33, N = 3SE +/- 7.77, N = 3SE +/- 2.52, N = 3SE +/- 7.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.06, N = 3SE +/- 0.58, N = 3SE +/- 12.17, N = 3SE +/- 1.45, N = 3115599798711671230117012081216117311551343110411031342110111141100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R2004006008001000Min: 990 / Avg: 996.67 / Max: 1001Min: 984 / Avg: 987 / Max: 989Min: 1164 / Avg: 1167 / Max: 1170Min: 1226 / Avg: 1230.33 / Max: 1236Min: 1204 / Avg: 1207.67 / Max: 1212Min: 1205 / Avg: 1216 / Max: 1231Min: 1168 / Avg: 1173 / Max: 1176Min: 1148 / Avg: 1155.33 / Max: 1170Min: 1342 / Avg: 1343.33 / Max: 1344Min: 1103 / Avg: 1103.67 / Max: 1105Min: 1099 / Avg: 1103 / Max: 1109Min: 1341 / Avg: 1342 / Max: 1343Min: 1101 / Avg: 1113.67 / Max: 1138Min: 1098 / Avg: 1100.33 / Max: 1103

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3137119118139146139144144139137137113115137114114113
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R306090120150Min: 137 / Avg: 137.33 / Max: 138Min: 113 / Avg: 113.33 / Max: 114

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R50100150200250SE +/- 0.33, N = 3SE +/- 0.58, N = 3204175173208216210215212208203204167168204167168167
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200Min: 173 / Avg: 173.33 / Max: 174Min: 214 / Avg: 215 / Max: 216

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1428425670SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.21, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 360.150.049.159.863.460.862.462.659.959.357.547.147.357.547.247.147.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R1224364860Min: 60 / Avg: 60.13 / Max: 60.2Min: 49.9 / Avg: 49.97 / Max: 50.1Min: 48.8 / Avg: 49.1 / Max: 49.5Min: 59 / Avg: 59.83 / Max: 60.3Min: 63.2 / Avg: 63.43 / Max: 63.7Min: 60.4 / Avg: 60.77 / Max: 61Min: 62.3 / Avg: 62.43 / Max: 62.6Min: 62 / Avg: 62.6 / Max: 63Min: 59.8 / Avg: 59.93 / Max: 60.2Min: 59.1 / Avg: 59.3 / Max: 59.6Min: 57.4 / Avg: 57.5 / Max: 57.6Min: 47.1 / Avg: 47.13 / Max: 47.2Min: 47.2 / Avg: 47.27 / Max: 47.3Min: 57.5 / Avg: 57.5 / Max: 57.5Min: 47.2 / Avg: 47.2 / Max: 47.2Min: 47 / Avg: 47.1 / Max: 47.2Min: 47.3 / Avg: 47.33 / Max: 47.4

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R80160240320400182.55162.27227.57190.23188.31176.23296.23232.78266.58176.59222.97177.66276.77345.39328.14284.28180.65

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R140K280K420K560K700KSE +/- 1778.87, N = 3SE +/- 1971.58, N = 3SE +/- 532.88, N = 3SE +/- 1762.58, N = 3SE +/- 1441.15, N = 3SE +/- 544.97, N = 3SE +/- 2827.91, N = 3SE +/- 1171.51, N = 3SE +/- 1063.79, N = 3SE +/- 3270.88, N = 3SE +/- 200.00, N = 3SE +/- 164.78, N = 3SE +/- 752.01, N = 3SE +/- 1865.15, N = 3SE +/- 786.96, N = 3SE +/- 862.18, N = 3SE +/- 914.97, N = 3516902606970604627510599485243515758493624497273511353526537519964632601632431515697632455629690631283
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R110K220K330K440K550KMin: 513399 / Avg: 516901.67 / Max: 519193Min: 604328 / Avg: 606970 / Max: 610826Min: 603976 / Avg: 604626.67 / Max: 605683Min: 507083 / Avg: 510599 / Max: 512577Min: 483684 / Avg: 485243 / Max: 488122Min: 514890 / Avg: 515758.33 / Max: 516763Min: 490577 / Avg: 493624 / Max: 499274Min: 495043 / Avg: 497272.67 / Max: 499011Min: 509380 / Avg: 511353 / Max: 513029Min: 521788 / Avg: 526537.33 / Max: 532808Min: 519571 / Avg: 519964.33 / Max: 520224Min: 632365 / Avg: 632600.67 / Max: 632918Min: 631080 / Avg: 632430.67 / Max: 633679Min: 512246 / Avg: 515697 / Max: 518649Min: 631143 / Avg: 632455.33 / Max: 633864Min: 628011 / Avg: 629690.33 / Max: 630869Min: 629545 / Avg: 631283 / Max: 632648

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.45, N = 3SE +/- 0.55, N = 3SE +/- 0.50, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.32, N = 3SE +/- 0.43, N = 3SE +/- 0.58, N = 3SE +/- 0.13, N = 3SE +/- 0.48, N = 3SE +/- 1.29, N = 3SE +/- 0.30, N = 3SE +/- 0.45, N = 3SE +/- 0.80, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 1.07, N = 464.2767.4853.2676.0470.2865.6069.1175.9161.3268.9194.4574.6361.8281.3668.7868.1977.41
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R20406080100Min: 63.39 / Avg: 64.27 / Max: 64.87Min: 66.91 / Avg: 67.48 / Max: 68.59Min: 52.54 / Avg: 53.26 / Max: 54.23Min: 75.83 / Avg: 76.04 / Max: 76.19Min: 70.08 / Avg: 70.28 / Max: 70.53Min: 65.03 / Avg: 65.6 / Max: 66.13Min: 68.29 / Avg: 69.11 / Max: 69.77Min: 75.21 / Avg: 75.91 / Max: 77.05Min: 61.07 / Avg: 61.32 / Max: 61.51Min: 68.04 / Avg: 68.91 / Max: 69.71Min: 93 / Avg: 94.45 / Max: 97.03Min: 74.04 / Avg: 74.63 / Max: 75.07Min: 61.01 / Avg: 61.82 / Max: 62.55Min: 80.01 / Avg: 81.36 / Max: 82.77Min: 67.92 / Avg: 68.78 / Max: 69.4Min: 67.69 / Avg: 68.19 / Max: 68.51Min: 75.07 / Avg: 77.41 / Max: 80.19

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R510152025SE +/- 0.31, N = 15SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 15SE +/- 0.32, N = 15SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 15SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 316.3912.9912.8615.8316.5017.2315.5216.1715.0514.7621.0917.7717.9220.8917.9817.8217.92
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R510152025Min: 14.81 / Avg: 16.39 / Max: 17.89Min: 12.89 / Avg: 12.99 / Max: 13.08Min: 12.8 / Avg: 12.86 / Max: 12.93Min: 14.97 / Avg: 15.83 / Max: 17.43Min: 15.7 / Avg: 16.5 / Max: 18.93Min: 16.83 / Avg: 17.23 / Max: 17.49Min: 15.5 / Avg: 15.52 / Max: 15.54Min: 15.48 / Avg: 16.17 / Max: 17.95Min: 14.95 / Avg: 15.05 / Max: 15.14Min: 14.74 / Avg: 14.76 / Max: 14.78Min: 21 / Avg: 21.09 / Max: 21.2Min: 17.5 / Avg: 17.77 / Max: 17.91Min: 17.91 / Avg: 17.92 / Max: 17.93Min: 20.82 / Avg: 20.89 / Max: 20.94Min: 17.94 / Avg: 17.98 / Max: 18.01Min: 17.63 / Avg: 17.82 / Max: 17.94Min: 17.85 / Avg: 17.92 / Max: 17.99

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R0.67281.34562.01842.69123.364SE +/- 0.03, N = 3SE +/- 0.02, N = 8SE +/- 0.01, N = 3SE +/- 0.02, N = 7SE +/- 0.06, N = 14SE +/- 0.03, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 3SE +/- 0.06, N = 121.971.951.782.152.291.952.212.142.081.812.992.081.932.972.462.252.39
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R246810Min: 1.91 / Avg: 1.97 / Max: 2.02Min: 1.87 / Avg: 1.95 / Max: 2.02Min: 1.77 / Avg: 1.78 / Max: 1.79Min: 2.03 / Avg: 2.15 / Max: 2.2Min: 2.09 / Avg: 2.29 / Max: 2.81Min: 1.81 / Avg: 1.95 / Max: 2.14Min: 2.01 / Avg: 2.21 / Max: 2.26Min: 1.98 / Avg: 2.14 / Max: 2.31Min: 2.06 / Avg: 2.08 / Max: 2.1Min: 1.78 / Avg: 1.81 / Max: 1.82Min: 2.96 / Avg: 2.99 / Max: 3.02Min: 1.83 / Avg: 2.08 / Max: 2.4Min: 1.88 / Avg: 1.93 / Max: 1.97Min: 2.89 / Avg: 2.97 / Max: 3.01Min: 2.3 / Avg: 2.46 / Max: 2.51Min: 2.19 / Avg: 2.25 / Max: 2.28Min: 2.15 / Avg: 2.39 / Max: 2.7

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.049, N = 3SE +/- 0.029, N = 3SE +/- 0.016, N = 3SE +/- 0.027, N = 3SE +/- 0.136, N = 6SE +/- 0.048, N = 3SE +/- 0.028, N = 3SE +/- 0.095, N = 3SE +/- 0.010, N = 3SE +/- 0.011, N = 3SE +/- 0.035, N = 3SE +/- 0.055, N = 3SE +/- 0.029, N = 3SE +/- 0.028, N = 3SE +/- 0.041, N = 3SE +/- 0.034, N = 3SE +/- 0.024, N = 310.7889.8889.57111.05311.53110.91311.22411.49610.81910.61812.54910.4499.92412.03010.28610.11210.458
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x EPYC 74522 x EPYC 7F52EPYC 7F522 x EPYC 73022 x EPYC 73522 x EPYC 75322 x EPYC 72522 x EPYC 7272EPYC 7302PEPYC 7502P2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5220R2 x Xeon Gold 5220R48121620Min: 10.7 / Avg: 10.79 / Max: 10.87Min: 9.85 / Avg: 9.89 / Max: 9.94Min: 9.54 / Avg: 9.57 / Max: 9.59Min: 11.02 / Avg: 11.05 / Max: 11.11Min: 11.26 / Avg: 11.53 / Max: 12.17Min: 10.85 / Avg: 10.91 / Max: 11.01Min: 11.19 / Avg: 11.22 / Max: 11.28Min: 11.39 / Avg: 11.5 / Max: 11.69Min: 10.81 / Avg: 10.82 / Max: 10.84Min: 10.61 / Avg: 10.62 / Max: 10.64Min: 12.49 / Avg: 12.55 / Max: 12.61Min: 10.35 / Avg: 10.45 / Max: 10.54Min: 9.87 / Avg: 9.92 / Max: 9.98Min: 12 / Avg: 12.03 / Max: 12.09Min: 10.21 / Avg: 10.29 / Max: 10.33Min: 10.07 / Avg: 10.11 / Max: 10.18Min: 10.42 / Avg: 10.46 / Max: 10.5