Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarks

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2004100-NI-XEONEPYC951
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Xeon Silver 4216
March 30 2020
  6 Hours, 53 Minutes
2 x Xeon Silver 4216
March 31 2020
  5 Hours, 19 Minutes
Xeon Gold 5218
March 29 2020
  6 Hours, 28 Minutes
Xeon Gold 5220R
March 27 2020
  5 Hours, 38 Minutes
2 x Xeon Gold 5220R
March 26 2020
  5 Hours, 6 Minutes
Xeon Gold 6226R
March 30 2020
  5 Hours, 22 Minutes
2 x Xeon Gold 6226R
March 31 2020
  5 Hours, 4 Minutes
Xeon Platinum 8280
March 28 2020
  4 Hours, 22 Minutes
2 x Xeon Platinum 8280
March 28 2020
  4 Hours, 22 Minutes
EPYC 7302P
April 01 2020
  4 Hours, 37 Minutes
EPYC 7502P
April 01 2020
  3 Hours, 52 Minutes
2 x EPYC 7252
April 07 2020
  5 Hours, 59 Minutes
2 x EPYC 7272
April 03 2020
  5 Hours, 40 Minutes
2 x EPYC 7302
April 10 2020
  6 Hours, 5 Minutes
2 x EPYC 7352
April 09 2020
  5 Hours, 12 Minutes
2 x EPYC 7532
April 09 2020
  4 Hours, 24 Minutes
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  5 Hours, 16 Minutes

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Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GAVE2282 x Mellanox MT277105.4.0-21-generic (x86_64)AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)2 x VE2282 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E24 x VE2282 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)5 x VE2282 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB7 x VE2282 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)ASPEED8 x VE2282 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)9 x VE228OpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7302: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034Python Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: + Python 3.8.2Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 7502P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- EPYC 7302P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7272: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7252: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7532: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7352: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7302: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302Logarithmic Result OverviewPhoronix Test SuiteMKL-DNN DNNLLuxCoreRenderOSPrayJohn The RipperBlenderStockfishNAMDEmbreeLAMMPS Molecular Dynamics SimulatorIntel Open Image DenoiseasmFishChaos Group V-RAYNAS Parallel BenchmarksBasis UniversalPostgreSQL pgbenchIntel MPI BenchmarksHigh Performance Conjugate GradientTimed Linux Kernel Compilationdav1dTimed LLVM CompilationSVT-AV1Timed MrBayes AnalysisAppleseedTungsten RendererArrayFireDeepSpeechBuild2Mlpack BenchmarkRadiance BenchmarkHimeno BenchmarkScikit-LearnNettlePyPerformancePHPBenchNumpy BenchmarkPyBench

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarksintel-mpi: IMB-P2P PingPongdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: XFrog Forest - Path Tracerembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownhpcg: arrayfire: BLAS CPUoidn: Memorialoidn: Memorialopenvkl: vklBenchmarkopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkStructuredVolumev-ray: CPUluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismnettle: chachanettle: sha512nettle: poly1305-aesnettle: aes256himeno: Poisson Pressure Solverstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthlammps: Rhodopsin Proteinjohn-the-ripper: Blowfishjohn-the-ripper: MD5numpy: phpbench: PHP Benchmark Suitenpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cpgbench: Buffer Test - Normal Load - Read Onlynamd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: django_templatearrayfire: Conjugate Gradient CPUmkl-dnn: IP Batch 1D - f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mrbayes: Primate Phylogeny Analysisbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticdeepspeech: CPUradiance: SMP Parallelbasis: UASTC Level 3blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyappleseed: Emilymlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: 2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730219650424.333333177.89321.8470.8143.487.193.9555.5647.6210.423.9829.515333.446935.875732.330143.098337.14985.30249.20925.63032359.1327.97402704.444.461024.975489.152797.226159.213404.690861742358298550185117.378513244821000300.73631283100761.293768.663780.59108883.40598798.5713240.60333110011316747.39.8982.230092.126802.69700122.7613112.363917.5254.8190134.92836.699286.78272.15111.072623.3367125.11863230.56127.98160.67165.9698.24260.56208.30180.64579777.4117.922.3910.45810276849.521739160.59274.9858.0523.263.702.1428.5727.035.382.0616.051417.660419.610517.795723.604220.34184.28533.08813.35291201.5418.41218862.322.481020.093485.862779.786133.913398.39745538167326432179399.535255472506000313.7662969050787.791863.151966.6156744.87383120.6905091.15745111411416847.16.4094.499853.364324.88966244.7456072.577839.95108.161134.48359.012430.42691.64118.984025.0080126.07801242.51546.708113.30328.81175.95456.47404.78284.2797468.1917.822.2510.11216653864.768116199.08323.2065.4038.466.253.525042.879.493.4626.280028.773032.247429.206138.310033.04906.03051.91714.90973432.1631.10347103.794.111051.111501.982867.486313.163510.205159628913126876207515.314428644090000330.3364916471842.343194.183283.3874255.67560887.7666960.70709107610916446.24.1152.394511.462321.9627994.19373716.983497.4742.0758128.84840.898308.74174.11812.686322.0167118.0937723530.68969.80198.25110.67287.80246.31197.64950567.3617.191.679.12731821690.550725221.31409.8885.1469.5212.056.5390.9171.4318.186.6745.612153.230457.487051.785368.424158.69457.03356.98228.85423430.2834.49643317.197.151051.936500.982868.696320.003514.60410611971579513383989624.788840847880000321.82649693136046.536104.946284.65140090.32909916.4900860.36226107310916445.97.4811.639861.240291.1360849.84371893.721766.3523.1772129.98627.309221.51562.7767.8270621.5896122.22468226.07619.88538.79100.4766.39187.33129.01154.98075263.3517.191.829.3929066471.0434783136.86265.4655.8818.873.011.7523.2622.224.371.6812.388214.416315.310413.852619.432116.76853.33927.19313.01381002.0915.80169811.741.881024.493489.512798.566164.793405.03589732424332365618178.158214031912667315.1463245548617.051621.481635.7848143.49322051.6311871.51168110111416747.27.0424.756963.994885.80420298.3007189.0310255.2131.088147.73467.156501.218101.71622.486625.9635128.40692241.89755.209149.39433.42229.28589.07531.98328.13913368.7817.982.4610.2868923779.5507246132.46232.3550.1014.712.341.4018.1817.943.411.3112.431611.382715.279613.882715.591113.49183.30926.46011.8883765.49112.85171051.771.88837.612399.992291.695024.392823.59536431174576350854967.810204241893333272.1251569746389.791545.501571.4946723.01313376.7799171.51721134213720457.57.8195.166585.310877.63646395.4417457.8610258.0171.428193.46671.770531.152109.69923.612928.8979135.99744299.73958.246149.02432.11229.71593.13531.39345.38996181.3620.892.9712.03010620968.608695170.07307.7562.3222.693.682.0229.4125.485.522.0215.994316.809919.347217.422322.459819.32284.34034.63613.95812137.0322.01220742.352.511024.992488.812795.496161.423401.157135397762924461492510.325271262583000318.8763243156576.122044.242094.5358594.50376860.3186151.13586110311516847.36.4514.413662.231263.13006155.3685864.265709.1769.1431123.70257.772433.19188.97718.612924.0874119.78717242.00244.943111.82321.53173.95453.22400.96276.76865461.8217.921.939.92420467429.521739203.10358.6273.9542.277.093.7155.5645.4510.563.8828.960231.731834.691931.311740.432534.80305.43151.71026.59103912.3033.06347494.51834.321025.384489.422797.436157.493410.383938752037298389451418.150534854977667304.1663260177470.674005.263969.60106268.33587882.2326990.58237110411316747.17.1552.189751.497241.7074981.14002987.082871.1136.3716124.25836.595279.68270.60810.665323.1916123.38702233.04227.22659.45163.3296.41257.01207.41177.66114874.6317.772.0810.44917176230.536232159.60272.5559.5127.844.572.6334.4832.536.622.5523.267421.746828.203225.497128.973225.06784.21640.54823.15741497.7520.43275923.433.65841.649401.132294.745061.602817.673053605696966689581014.161410213764000262.7851996465509.982984.023144.7085606.53501697.2382310.76982134313720457.516.922.666993.065903.85512197.9143849.135156.6987.5434194.50445.315347.82786.32513.603127.3948133.01160281.25134.63278.72218.06125.35333.40272.72222.96851494.4521.092.9912.5493562419.5555556260.52547.08110.7135.826.852.975025.6410.423.6430.136328.829034.549531.462634.627530.12464.98446.90315.1056632.50115.09375344.555.04760.212484.242072.854727.653883.47513675514543784206608.696435932674000314.2852653760515.862361.482370.0473641.98576329.5088550.73873115513720359.335.662.571602.497773.70257137.1062960.0758.670093.63937.014287.12771.55810.580223.092475.06729218.47625.14262.76158.0291.81249.65202.46176.59333568.9114.761.8110.6182025941.0694445196.28435.6991.6820.914.011.6529.4114.086.092.1416.957916.129018.938217.071318.966016.43363.54330.74014.3500385.86810.56235772.672.85748.684476.772041.014634.443852.93165841894070422362236.547223171527000315.5251135350117.891187.921189.9858479.59343164.8403751.26537117313920859.936.303.651293.886624.66729233.0465477.9599.034685.04052.963385.46483.01116.707926.062479.41337215.31939.484101.77270.75148.39408.87343.69266.58388461.3215.052.0810.8191892211.6018518223.20496.4497.5826.555.232.0835.7116.397.81252.7821.617620.571422.861020.733723.022819.88934.17843.45217.2281522.53812.60293443.594.05725.882462.001980.454513.843643.54676156329195570838746.668323932162667306.3649727351917.571720.661729.9477169.32434370.5045680.90674121614421262.661.273.066063.492143.58814179.7673797.0478.017387.87842.839327.01477.44612.560126.416688.31627225.71930.12973.50190.02110.86320.14243.03232.7753575.9116.172.1411.4961486726.0972222169.42399.1786.2218.413.651.4024.3911.245.401.9414.699513.960415.593013.994115.479113.44903.44828.84215.7619379.3838.69172.9112534605.67424256107542.792793208172.622.84726.189462.541980.284513.433705.35173737288065382243456.094214991496667306.2549362451383.441152.671154.1860944.50293576.8399301.28790120814421562.454.533.780304.074014.78499237.9025653.28104.64187.93754.270400.47785.55717.187728.508389.12417230.50340.866102.38269.88154.23455.41346.49296.23261369.1115.522.2111.2242030305.8296.06649.45137.1258.8211.905.0276.9238.4617.866.4150.321347.886252.288147.111751.967645.12526.68874.04933.9207611.42024.84595298.359.32748.575476.652041.944652.833783.1810411309757141334498106.336837375011000307.6951575886163.004500.114556.78156257.79855210.4255080.39893117013921060.831.822.273572.388432.5341878.12601532.7839.821097.78025.983217.74364.6936.8454924.403378.48293221.28217.34035.8682.1360.11171.38111.91176.22570965.6017.231.9510.9132019790.5694444261.12566.85125.0342.878.853.6956.3728.3113.164.7837.460735.620439.400335.214338.948833.69405.65348.84440.043236.135238.402339.444634.237436.524728.4007477.30219.8021.35361.3115225641.59848570983017.027027478666.046.78714.461455.361952.334445.943647.333581973549851013384446.782601463668000296.1448524376616.993111.253268.21112998.01585293.2404610.54038123014621663.441.152.526512.769452.57764110.1942128.0650.6157102.29130.876248.56870.2878.7449825.358983.04345232.121.05847.23112.1675.45206.09150.88188.30641370.2816.502.2911.5312028229.3611111240.37533.12109.9835.307.092.8347.4421.7410.533.7929.218527.745030.409127.468730.517126.41024.71947.34631.911928.626030.202530.863327.402328.676227.4536585.59615.9817.26307.5315452697.93181872351924.675676356905.035.38749.604476.802042.174657.483774.88207276186363756013648.282418862946667317.9951059975121.592362.432378.6598171.95493577.8542410.66024116713920859.861.002.477182.707013.42973130.2762742.5459.913486.56934.327264.63168.9769.8855824.616385.80814220.81824.02155.25139.1086.03243.32182.08190.22974776.0415.832.1511.053OpenBenchmarking.org

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73027M14M21M28M35MSE +/- 12631.77, N = 3SE +/- 20987.71, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 20273.79, N = 3SE +/- 10330.04, N = 3SE +/- 964.66, N = 3SE +/- 18484.88, N = 9SE +/- 2445.21, N = 3SE +/- 720.19, N = 3SE +/- 704.68, N = 3SE +/- 1150.18, N = 319650424.3310276849.5216653864.7731821690.559066471.048923779.5510620968.6120467429.5217176230.543562419.562025941.071892211.601486726.102030305.802019790.572028229.36MIN: 8143 / MAX: 56362584MIN: 4586 / MAX: 28371063MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 90956260MIN: 4337 / MAX: 23652306MIN: 4155 / MAX: 23466581MIN: 4580 / MAX: 27791242MIN: 7824 / MAX: 55096192MIN: 7391 / MAX: 465854281. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

dav1d

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

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

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

OSPray

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

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

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730260120180240300SE +/- 0.84, N = 3SE +/- 0.78, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.81, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 1.32, N = 3SE +/- 0.59, N = 3SE +/- 0.42, N = 3177.89160.59199.08221.31136.86132.46170.07203.10159.60260.52196.28223.20169.42296.06261.12240.37MIN: 103.41 / MAX: 190.93MIN: 110.85 / MAX: 181MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.6MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 100.88 / MAX: 178.21MIN: 158.5 / MAX: 277.52MIN: 145.91 / MAX: 217.23MIN: 141.07 / MAX: 243.94MIN: 127.73 / MAX: 188.86MIN: 95.29 / MAX: 338.33MIN: 115.95 / MAX: 285.13MIN: 132.01 / MAX: 259.251. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140280420560700SE +/- 3.79, N = 6SE +/- 2.31, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 1.26, N = 3SE +/- 1.97, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 4.57, N = 3SE +/- 0.35, N = 3SE +/- 0.85, N = 3SE +/- 1.73, N = 3SE +/- 0.17, N = 3SE +/- 1.70, N = 3SE +/- 1.17, N = 3SE +/- 3.06, N = 3321.84274.98323.20409.88265.46232.35307.75358.62272.55547.08435.69496.44399.17649.45566.85533.12MIN: 175.96 / MAX: 365.43MIN: 160.24 / MAX: 299.46MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.75MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 156.69 / MAX: 307.87MIN: 346.15 / MAX: 603.46MIN: 302.41 / MAX: 471.34MIN: 310.03 / MAX: 543.56MIN: 287.39 / MAX: 430.5MIN: 203.53 / MAX: 748.16MIN: 238.04 / MAX: 631.84MIN: 313.35 / MAX: 590.661. (CC) gcc options: -pthread

OSPray

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

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: Chimera 1080p 10-bit2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 370.8158.0565.4085.1455.8850.1062.3273.9559.51110.7191.6897.5886.22137.12125.03109.98MIN: 54.24 / MAX: 115.34MIN: 42.73 / MAX: 119.59MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.49MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 45.13 / MAX: 93.29MIN: 78 / MAX: 183.07MIN: 62.47 / MAX: 183.37MIN: 66.87 / MAX: 181.32MIN: 58.99 / MAX: 170.38MIN: 99.13 / MAX: 213.36MIN: 91.31 / MAX: 182.43MIN: 76.69 / MAX: 176.261. (CC) gcc options: -pthread

OSPray

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: San Miguel - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.07, N = 12SE +/- 0.11, N = 12SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.41, N = 343.4823.2638.4669.5218.8714.7122.6942.2727.8435.8220.9126.5518.4158.8242.8735.30MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 23.81MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 17.86 / MAX: 28.57MIN: 32.26 / MAX: 38.46MIN: 20.41 / MAX: 22.22MIN: 18.87 / MAX: 28.57MIN: 12.99 / MAX: 19.61MIN: 27.03 / MAX: 62.5MIN: 24.39 / MAX: 45.45MIN: 23.26 / MAX: 38.46

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 127.193.706.2512.053.012.343.687.094.576.854.015.233.6511.908.857.09MIN: 6.45 / MAX: 7.25MIN: 3.66 / MAX: 3.73MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 4.08 / MAX: 4.61MIN: 6.76 / MAX: 6.99MIN: 3.97 / MAX: 4.05MIN: 4.83 / MAX: 5.29MIN: 3.32 / MAX: 3.7MIN: 7.75 / MAX: 12.05MIN: 7.46 / MAX: 9.01MIN: 5.49 / MAX: 7.19

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 7SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 53.952.143.526.531.751.402.023.712.632.971.652.081.405.023.692.83MIN: 3.41 / MAX: 3.98MIN: 2.13 / MAX: 2.15MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.74 / MAX: 1.76MAX: 1.41MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 2.35 / MAX: 2.64MIN: 2.96 / MAX: 2.99MIN: 1.64MIN: 1.78 / MAX: 2.09MIN: 1.18 / MAX: 1.41MIN: 3.64 / MAX: 5.08MIN: 3.12 / MAX: 3.72MIN: 2.44 / MAX: 2.86

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.82, N = 4SE +/- 0.18, N = 1255.5628.5750.0090.9123.2618.1829.4155.5634.4850.0029.4135.7124.3976.9256.3747.44MIN: 24.39MIN: 26.32 / MAX: 29.41MIN: 43.48MIN: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52MIN: 26.32MIN: 19.23MIN: 18.87 / MAX: 35.71MIN: 45.45 / MAX: 52.63MIN: 27.78MIN: 16.95 / MAX: 37.04MIN: 13.89 / MAX: 25.64MIN: 18.87 / MAX: 83.33MIN: 18.18 / MAX: 62.5MIN: 19.23 / MAX: 50

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.08, N = 4SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.26, N = 3SE +/- 0.00, N = 1247.6227.0342.8771.4322.2217.9425.4845.4532.5325.6414.0816.3911.2438.4628.3121.74MIN: 16.67 / MAX: 50MIN: 24.39MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 21.28MIN: 16.95 / MAX: 18.18MIN: 24.39 / MAX: 25.64MIN: 20MIN: 14.93 / MAX: 33.33MIN: 25 / MAX: 26.32MIN: 13.7 / MAX: 14.29MIN: 9.62 / MAX: 16.95MIN: 8.4 / MAX: 11.49MIN: 10.87 / MAX: 41.67MIN: 10.87 / MAX: 29.41MIN: 10.42 / MAX: 22.22

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730248121620SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0299, N = 3SE +/- 0.0000, N = 12SE +/- 0.0064, N = 3SE +/- 0.0000, N = 15SE +/- 0.0076, N = 4SE +/- 0.0373, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0046, N = 8SE +/- 0.0000, N = 3SE +/- 0.0097, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 1210.42005.38009.490018.18004.37003.41005.520010.56006.620010.42006.09007.81255.400017.860013.160010.5300MIN: 8.47 / MAX: 10.53MIN: 5.29 / MAX: 5.46MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 10.1 / MAX: 10.75MIN: 5.99 / MAX: 6.17MIN: 6.17 / MAX: 7.94MIN: 5.13 / MAX: 5.49MIN: 10.2 / MAX: 18.18MIN: 8.7 / MAX: 13.51MIN: 7.69 / MAX: 10.75

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 153.982.063.466.671.681.312.023.882.553.642.142.781.946.414.783.79MIN: 3.64 / MAX: 4.02MIN: 2.04 / MAX: 2.07MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 1.67MIN: 1.3 / MAX: 1.32MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 2.28 / MAX: 2.57MIN: 3.61 / MAX: 3.68MIN: 2.12 / MAX: 2.16MIN: 2.58 / MAX: 2.81MIN: 1.85 / MAX: 1.96MIN: 5.43 / MAX: 6.49MIN: 4.33 / MAX: 4.83MIN: 3.37 / MAX: 3.85

Embree

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

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

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

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

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

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

SVT-AV1

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

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

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021122334455SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.5216.0526.2845.6112.3912.4315.9928.9623.2730.1416.9621.6214.7050.3237.4629.22MIN: 29.05 / MAX: 30.15MIN: 15.89 / MAX: 16.22MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 12.32 / MAX: 12.5MIN: 12.35 / MAX: 12.55MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 23 / MAX: 23.64MIN: 29.74 / MAX: 31.03MIN: 16.81 / MAX: 17.23MIN: 21.28 / MAX: 22.21MIN: 14.56 / MAX: 15.02MIN: 49.47 / MAX: 51.96MIN: 36.72 / MAX: 38.65MIN: 28.86 / MAX: 29.79

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 333.4517.6628.7753.2314.4211.3816.8131.7321.7528.8316.1320.5713.9647.8935.6227.75MIN: 32.87 / MAX: 34.13MIN: 17.5 / MAX: 17.85MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 21.43 / MAX: 22.13MIN: 28.5 / MAX: 29.62MIN: 16 / MAX: 16.42MIN: 20.24 / MAX: 21.16MIN: 13.81 / MAX: 14.32MIN: 47 / MAX: 49.42MIN: 34.41 / MAX: 36.76MIN: 27.34 / MAX: 28.39

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 335.8819.6132.2557.4915.3115.2819.3534.6928.2034.5518.9422.8615.5952.2939.4030.41MIN: 35.51 / MAX: 36.33MIN: 19.5 / MAX: 19.79MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 27.97 / MAX: 28.53MIN: 33.82 / MAX: 35.38MIN: 18.83 / MAX: 19.14MIN: 22.24 / MAX: 23.34MIN: 15.52 / MAX: 15.76MIN: 50.09 / MAX: 53.71MIN: 38.87 / MAX: 40.63MIN: 29.63 / MAX: 30.96

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 332.3317.8029.2151.7913.8513.8817.4231.3125.5031.4617.0720.7313.9947.1135.2127.47MIN: 31.97 / MAX: 32.83MIN: 17.67 / MAX: 17.93MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 13.79 / MAX: 13.97MIN: 13.82 / MAX: 13.97MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 25.3 / MAX: 25.83MIN: 31.27 / MAX: 31.96MIN: 16.97 / MAX: 17.25MIN: 20.37 / MAX: 21.05MIN: 13.91 / MAX: 14.18MIN: 46.48 / MAX: 48.23MIN: 34.72 / MAX: 36.08MIN: 27.26 / MAX: 27.87

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 343.1023.6038.3168.4219.4315.5922.4640.4328.9734.6318.9723.0215.4851.9738.9530.52MIN: 42.68 / MAX: 43.7MIN: 23.45 / MAX: 23.8MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 28.72 / MAX: 29.29MIN: 34.39 / MAX: 35.22MIN: 18.87 / MAX: 19.16MIN: 22.85 / MAX: 23.35MIN: 15.06 / MAX: 15.78MIN: 51.28 / MAX: 53.24MIN: 38.41 / MAX: 40.05MIN: 30.27 / MAX: 31.01

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 337.1520.3433.0558.6916.7713.4919.3234.8025.0730.1216.4319.8913.4545.1333.6926.41MIN: 36.74 / MAX: 37.69MIN: 20.23 / MAX: 20.53MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 24.86 / MAX: 25.34MIN: 29.91 / MAX: 30.7MIN: 16.33 / MAX: 16.6MIN: 19.72 / MAX: 20.14MIN: 13.14 / MAX: 13.62MIN: 44.54 / MAX: 46.54MIN: 33.22 / MAX: 34.67MIN: 26.19 / MAX: 26.82

SVT-AV1

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.019, N = 3SE +/- 0.014, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.081, N = 3SE +/- 0.061, N = 3SE +/- 0.038, N = 15SE +/- 0.044, N = 3SE +/- 0.065, N = 3SE +/- 0.090, N = 3SE +/- 0.056, N = 155.3024.2856.0307.0333.3393.3094.3405.4314.2164.9843.5434.1783.4486.6885.6534.7191. (CXX) g++ options: -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.47, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 3SE +/- 0.30, N = 3SE +/- 0.87, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 349.2133.0951.9256.9827.1926.4634.6451.7140.5546.9030.7443.4528.8474.0548.8447.351. (CXX) g++ options: -fPIE -fPIC -pie

Embree

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

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

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

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

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

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

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

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

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

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

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

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 325.6313.3514.9128.8513.0111.8913.9626.5923.1615.1114.3517.2315.7633.9228.4027.451. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 0.91, N = 3SE +/- 0.75, N = 3SE +/- 5.49, N = 3SE +/- 0.40, N = 3SE +/- 3.17, N = 3SE +/- 6.45, N = 3SE +/- 39.91, N = 122359.131201.543432.163430.281002.09765.492137.033912.301497.75632.50385.87522.54379.38611.42477.30585.601. (CXX) g++ options: -rdynamic

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 15SE +/- 0.17, N = 15SE +/- 0.04, N = 3SE +/- 0.28, N = 15SE +/- 0.06, N = 3SE +/- 0.11, N = 327.9718.4131.1034.4915.8012.8522.0133.0620.4315.0910.5612.608.6924.8419.8015.98

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

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

OpenVKL

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

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

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

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

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

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

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214K28K42K56K70KSE +/- 178.87, N = 3SE +/- 50.25, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 69.72, N = 3SE +/- 34.43, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 223.28, N = 3SE +/- 424.01, N = 3SE +/- 202.49, N = 3SE +/- 369.92, N = 3SE +/- 62.58, N = 3SE +/- 123.21, N = 3SE +/- 454.07, N = 3SE +/- 567.95, N = 340270218863471064331169811710522074347492759237534235772934420817595294786635690

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.0120, N = 3SE +/- 0.0243, N = 3SE +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0034, N = 3SE +/- 0.0165, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0265, N = 3SE +/- 0.0713, N = 3SE +/- 0.0378, N = 3SE +/- 0.0169, N = 3SE +/- 0.0177, N = 3SE +/- 0.0279, N = 3SE +/- 0.0520, N = 3SE +/- 0.0183, N = 34.44002.32003.79007.19001.74001.77002.35004.51833.43004.55002.67003.59002.62008.35006.04005.0300MIN: 4.34 / MAX: 4.63MIN: 2.2 / MAX: 2.43MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 1.67 / MAX: 1.79MIN: 1.68 / MAX: 1.85MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 3.33 / MAX: 3.63MIN: 4.36 / MAX: 5MIN: 2.51 / MAX: 2.83MIN: 3.48 / MAX: 3.74MIN: 2.5 / MAX: 2.74MIN: 8.19 / MAX: 9.1MIN: 5.88 / MAX: 6.37MIN: 4.93 / MAX: 5.3

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.30, N = 12SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 94.462.484.117.151.881.882.514.323.655.042.854.052.849.326.785.38MIN: 1.23 / MAX: 4.91MIN: 2.4 / MAX: 2.53MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 1.85 / MAX: 1.92MIN: 1.84 / MAX: 1.92MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 3.56 / MAX: 3.67MIN: 4.92 / MAX: 5.22MIN: 2.79 / MAX: 2.9MIN: 3.94 / MAX: 4.08MIN: 2.76 / MAX: 2.87MIN: 8.8 / MAX: 9.55MIN: 6.42 / MAX: 6.89MIN: 4.91 / MAX: 5.61

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: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022004006008001000SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.88, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.65760.21748.68725.88726.19748.58714.46749.60-lgmp - MIN: 518.14 / MAX: 2797.53-lgmp - MIN: 519.31 / MAX: 2788.96-lgmp - MIN: 532.77 / MAX: 2871.25-lgmp - MIN: 535.04 / MAX: 2870.94-lgmp - MIN: 507.67 / MAX: 2797.4-lgmp - MIN: 423.28 / MAX: 2294.55-lgmp - MIN: 521.91 / MAX: 2799.45-lgmp - MIN: 522.31 / MAX: 2798.89-lgmp - MIN: 428.69 / MAX: 2296.48MIN: 387.36 / MAX: 2073.88MIN: 381.48 / MAX: 2043.2MIN: 369.86 / MAX: 1979.86MIN: 369.76 / MAX: 1980.63MIN: 381.45 / MAX: 2041.13MIN: 364.04 / MAX: 1948.5MIN: 381.6 / MAX: 2054.891. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.35, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13484.24476.77462.00462.54476.65455.36476.80-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73026001200180024003000SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 0.47, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.46, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.742072.852041.011980.451980.282041.941952.332042.17-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214002800420056007000SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 1.59, N = 3SE +/- 2.23, N = 3SE +/- 1.21, N = 3SE +/- 2.64, N = 3SE +/- 3.15, N = 3SE +/- 0.92, N = 3SE +/- 0.88, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.604727.654634.444513.844513.434652.834445.944657.48-lgmp - MIN: 4154.94 / MAX: 10200.04-lgmp - MIN: 4136.23 / MAX: 10160.8-lgmp - MIN: 4256.89 / MAX: 10467.36-lgmp - MIN: 4254.97 / MAX: 10469.4-lgmp - MIN: 4152.92 / MAX: 10208.98-lgmp - MIN: 3388.65 / MAX: 8334.48-lgmp - MIN: 4158.08 / MAX: 10213.08-lgmp - MIN: 4104.14 / MAX: 10212.45-lgmp - MIN: 3412.46 / MAX: 8379.01MIN: 3409.66 / MAX: 7332.57MIN: 3318.44 / MAX: 7221.57MIN: 3246.55 / MAX: 7005.21MIN: 3233.68 / MAX: 7002.85MIN: 3338.25 / MAX: 7221.47MIN: 3208.14 / MAX: 6890.98MIN: 3357.45 / MAX: 7222.781. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Himeno Benchmark

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

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 5.10, N = 3SE +/- 1.90, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.15, N = 3SE +/- 1.23, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 1.18, N = 3SE +/- 22.45, N = 3SE +/- 52.95, N = 3SE +/- 45.15, N = 3SE +/- 48.24, N = 4SE +/- 16.97, N = 3SE +/- 40.64, N = 3SE +/- 11.23, N = 33404.693398.403510.213514.603405.042823.603401.163410.382817.673883.483852.933643.553705.353783.183647.333774.881. (CC) gcc options: -O3 -mavx2

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 184471.68, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 553774.93, N = 3SE +/- 544138.70, N = 3SE +/- 104295.87, N = 3SE +/- 395109.47, N = 3SE +/- 140703.23, N = 3SE +/- 1157750.62, N = 3SE +/- 431768.56, N = 3SE +/- 629934.99, N = 374235829381673266289131211971579532424332311745763977629275203729605696967551454341894070563291953728806513097571497354985761863631. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 375245.33, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 49212.27, N = 3SE +/- 153427.67, N = 3SE +/- 385803.49, N = 3SE +/- 368509.25, N = 3SE +/- 254236.78, N = 3SE +/- 108974.69, N = 3SE +/- 1158643.72, N = 3SE +/- 504781.25, N = 385501851432179396876207513383989636561817350854964461492583894514668958107842066042236223570838743822434513344981010133844475601364

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.123, N = 3SE +/- 0.092, N = 3SE +/- 0.241, N = 15SE +/- 0.041, N = 3SE +/- 0.178, N = 12SE +/- 0.101, N = 15SE +/- 0.053, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.1618.6966.5476.6686.0946.3366.7828.282-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 5.00, N = 3SE +/- 3.33, N = 3SE +/- 3.67, N = 3SE +/- 102.01, N = 3SE +/- 109.22, N = 3SE +/- 241.14, N = 3SE +/- 1707.81, N = 1251324255474286484084214032042427126534854102143593223173239321499837376014641886-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 1527.53, N = 3SE +/- 577.35, N = 3SE +/- 4409.59, N = 3SE +/- 881.92, N = 3SE +/- 7371.11, N = 3SE +/- 7234.18, N = 3SE +/- 2333.33, N = 34821000250600040900007880000191266718933332583000497766737640002674000152700021626671496667501100036680002946667-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

PHPBench

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

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350SE +/- 0.65, N = 3SE +/- 3.23, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 2.01, N = 3SE +/- 0.89, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.91, N = 3SE +/- 1.78, N = 3SE +/- 1.05, N = 3SE +/- 1.67, N = 3SE +/- 1.58, N = 3SE +/- 1.42, N = 3SE +/- 1.21, N = 3SE +/- 1.19, N = 3300.73313.76330.33321.82315.14272.12318.87304.16262.78314.28315.52306.36306.25307.69296.14317.99

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140K280K420K560K700KSE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 786.96, N = 3SE +/- 1865.15, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 200.00, N = 3SE +/- 3270.88, N = 3SE +/- 1063.79, N = 3SE +/- 1171.51, N = 3SE +/- 2827.91, N = 3SE +/- 544.97, N = 3SE +/- 1441.15, N = 3SE +/- 1762.58, N = 3631283629690649164649693632455515697632431632601519964526537511353497273493624515758485243510599

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 332.31, N = 3SE +/- 135.04, N = 3SE +/- 224.29, N = 3SE +/- 56.64, N = 3SE +/- 1659.34, N = 12SE +/- 382.10, N = 3SE +/- 683.85, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9860515.8650117.8951917.5751383.4486163.0076616.9975121.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

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

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 4.94, N = 3SE +/- 0.15, N = 3SE +/- 0.94, N = 3SE +/- 0.29, N = 3SE +/- 56.51, N = 3SE +/- 27.30, N = 3SE +/- 0.96, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.022361.481187.921720.661152.674500.113111.252362.431. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 8.01, N = 3SE +/- 0.84, N = 3SE +/- 1.65, N = 3SE +/- 0.35, N = 3SE +/- 24.68, N = 3SE +/- 1.03, N = 3SE +/- 0.27, N = 33780.591966.613283.386284.651635.781571.492094.533969.603144.702370.041189.981729.941154.184556.783268.212378.651. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 396.14, N = 3SE +/- 420.26, N = 3SE +/- 111.79, N = 3SE +/- 745.23, N = 3SE +/- 2358.57, N = 15SE +/- 411.58, N = 3SE +/- 1376.97, N = 4108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5373641.9858479.5977169.3260944.50156257.79112998.0198171.951. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 474.33, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 568.07, N = 3SE +/- 4183.51, N = 3SE +/- 766.70, N = 3SE +/- 367.93, N = 3SE +/- 700.67, N = 3SE +/- 10726.55, N = 3SE +/- 854.17, N = 3SE +/- 3217.47, N = 3598798.57383120.69560887.77909916.49322051.63313376.78376860.32587882.23501697.24576329.51343164.84434370.50293576.84855210.43585293.24493577.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00023, N = 3SE +/- 0.00090, N = 3SE +/- 0.00127, N = 3SE +/- 0.00041, N = 3SE +/- 0.00053, N = 3SE +/- 0.00057, N = 3SE +/- 0.00004, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.738731.265370.906741.287900.398930.540380.66024

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230060090012001500SE +/- 1.45, N = 3SE +/- 12.17, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 7.33, N = 3SE +/- 2.52, N = 3SE +/- 7.77, N = 3SE +/- 2.33, N = 3SE +/- 2.96, N = 3SE +/- 1.73, N = 31100111410761073110113421103110413431155117312161208117012301167

PyPerformance

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3113114109109114137115113137137139144144139146139

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.58, N = 3167168164164167204168167204203208212215210216208

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 347.347.146.245.947.257.547.347.157.559.359.962.662.460.863.459.8

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.328, N = 10SE +/- 0.274, N = 3SE +/- 0.610, N = 3SE +/- 2.480, N = 15SE +/- 0.301, N = 9SE +/- 0.448, N = 3SE +/- 0.896, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.92035.66036.30061.27054.53031.82041.15061.0001. (CXX) g++ options: -rdynamic

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00693, N = 3SE +/- 0.01025, N = 3SE +/- 0.04032, N = 5SE +/- 0.05038, N = 3SE +/- 0.02065, N = 15SE +/- 0.01718, N = 3SE +/- 0.00493, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.571603.651293.066063.780302.273572.526512.47718MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.39MIN: 3.49MIN: 2.55MIN: 3.45MIN: 1.6MIN: 1.94MIN: 21. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.00678, N = 3SE +/- 0.00470, N = 3SE +/- 0.04126, N = 3SE +/- 0.01731, N = 3SE +/- 0.03396, N = 3SE +/- 0.02629, N = 15SE +/- 0.03206, N = 152.126803.364321.462321.240293.994885.310872.231261.497243.065902.497773.886623.492144.074012.388432.769452.70701MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 2.39MIN: 3.68MIN: 3.08MIN: 3.83MIN: 1.99MIN: 2.22MIN: 2.251. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.00653, N = 3SE +/- 0.00876, N = 3SE +/- 0.02169, N = 3SE +/- 0.02782, N = 3SE +/- 0.05010, N = 15SE +/- 0.04373, N = 3SE +/- 0.01386, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855123.702574.667293.588144.784992.534182.577643.42973MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 1.67MIN: 3.82MIN: 3.32MIN: 4.44MIN: 3.37MIN: 4.46MIN: 2.08MIN: 2.34MIN: 3.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 1.22, N = 3SE +/- 0.18, N = 3SE +/- 1.78, N = 3SE +/- 0.26, N = 3SE +/- 0.78, N = 15SE +/- 0.98, N = 3SE +/- 1.68, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91137.11233.05179.77237.9078.13110.19130.28MIN: 121.68MIN: 242.31MIN: 93.73MIN: 48.76MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 132.8MIN: 230.71MIN: 173.07MIN: 230.85MIN: 70.6MIN: 103.89MIN: 123.861. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730216003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 12.08, N = 3SE +/- 1.31, N = 3SE +/- 0.46, N = 3SE +/- 0.61, N = 3SE +/- 1.59, N = 3SE +/- 0.31, N = 3SE +/- 2.02, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.132960.075477.953797.045653.281532.782128.062742.54MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 2928.91MIN: 5468.42MIN: 3795.22MIN: 5647.37MIN: 1522.65MIN: 2124.9MIN: 2732.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42162K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.69MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 1757.1MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.071. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.91, N = 3SE +/- 0.72, N = 12SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.46, N = 12SE +/- 0.73, N = 654.82108.1642.0823.18131.09171.4369.1436.3787.5458.6799.0378.02104.6439.8250.6259.91MIN: 54.08MIN: 106.43MIN: 41.31MIN: 22MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 56.69MIN: 94.31MIN: 69.39MIN: 99.15MIN: 35.78MIN: 42.41MIN: 53.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 1.48, N = 3SE +/- 1.28, N = 4134.93134.48128.85129.99147.73193.47123.70124.26194.5093.6485.0487.8887.9497.78102.2986.57-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.34, N = 10SE +/- 0.87, N = 4SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.88, N = 4SE +/- 0.99, N = 4SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.41, N = 10SE +/- 0.49, N = 5SE +/- 0.44, N = 3SE +/- 0.57, N = 4SE +/- 0.64, N = 5SE +/- 0.20, N = 14SE +/- 0.30, N = 9SE +/- 0.37, N = 736.7059.0140.9027.3167.1671.7757.7736.6045.3237.0152.9642.8454.2725.9830.8834.33

Timed LLVM Compilation

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 2.03, N = 3SE +/- 1.84, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 1.73, N = 3SE +/- 1.48, N = 3SE +/- 4.25, N = 3SE +/- 2.04, N = 3SE +/- 5.93, N = 4SE +/- 1.54, N = 3SE +/- 2.07, N = 3SE +/- 1.47, N = 3286.78430.43308.74221.52501.22531.15433.19279.68347.83287.13385.46327.01400.48217.74248.57264.63

Build2

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 372.1591.6474.1262.78101.72109.7088.9870.6186.3371.5683.0177.4585.5664.6970.2968.98

Tungsten Renderer

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.03810, N = 3SE +/- 0.03525, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.06619, N = 3SE +/- 0.04181, N = 3SE +/- 0.07236, N = 3SE +/- 0.03002, N = 3SE +/- 0.02795, N = 3SE +/- 0.05038, N = 3SE +/- 0.02783, N = 3SE +/- 0.03013, N = 311.0726018.9840012.686307.8270622.4866023.6129018.6129010.6653013.6031010.5802016.7079012.5601017.187706.845498.744989.88558-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302714212835SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 6SE +/- 0.35, N = 4SE +/- 0.03, N = 323.3425.0122.0221.5925.9628.9024.0923.1927.3923.0926.0626.4228.5124.4025.3624.62-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.75, N = 3SE +/- 1.22, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.71, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 1.00, N = 7SE +/- 0.80, N = 11SE +/- 1.10, N = 3SE +/- 0.25, N = 3SE +/- 1.32, N = 3125.12126.08118.09122.22128.41136.00119.79123.39133.0175.0779.4188.3289.1278.4883.0485.81

Radiance Benchmark

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350230.56242.52235.00226.08241.90299.74242.00233.04281.25218.48215.32225.72230.50221.28232.10220.82

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 327.9846.7130.6919.8955.2158.2544.9427.2334.6325.1439.4830.1340.8717.3421.0624.021. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 360.67113.3069.8038.79149.39149.02111.8259.4578.7262.76101.7773.50102.3835.8647.2355.25

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.82, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.36, N = 3165.96328.81198.25100.47433.42432.11321.53163.32218.06158.02270.75190.02269.8882.13112.16139.10

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 398.24175.95110.6766.39229.28229.71173.9596.41125.3591.81148.39110.86154.2360.1175.4586.03

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302130260390520650SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 0.65, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3260.56456.47287.80187.33589.07593.13453.22257.01333.40249.65408.87320.14455.41171.38206.09243.32

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302120240360480600SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 3SE +/- 0.62, N = 3SE +/- 0.05, N = 3SE +/- 0.87, N = 3SE +/- 0.08, N = 3208.30404.78246.31129.01531.98531.39400.96207.41272.72202.46343.69243.03346.49111.91150.88182.08

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730280160240320400180.65284.28197.65154.98328.14345.39276.77177.66222.97176.59266.58232.78296.23176.23188.31190.23

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 1.07, N = 4SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.44, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.29, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 377.4168.1967.3663.3568.7881.3661.8274.6394.4568.9161.3275.9169.1165.6070.2876.04

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 15SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 15SE +/- 0.24, N = 1517.9217.8217.1917.1917.9820.8917.9217.7721.0914.7615.0516.1715.5217.2316.5015.83

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 14SE +/- 0.02, N = 72.392.251.671.822.462.971.932.082.991.812.082.142.211.952.292.15

Scikit-Learn

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 Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.024, N = 3SE +/- 0.034, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.035, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.095, N = 3SE +/- 0.028, N = 3SE +/- 0.048, N = 3SE +/- 0.136, N = 6SE +/- 0.027, N = 310.45810.1129.1279.39210.28612.0309.92410.44912.54910.61810.81911.49611.22410.91311.53111.053

120 Results Shown

Intel MPI Benchmarks
dav1d:
  Performance / Cost - Summer Nature 4K
  Performance / Cost - Summer Nature 1080p
  Performance / Cost - Chimera 1080p 10-bit
  Performance / Cost - San Miguel - SciVis
  Performance / Cost - XFrog Forest - SciVis
dav1d:
  Summer Nature 4K
  Summer Nature 1080p
OSPray
dav1d
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
OSPray
OSPray:
  NASA Streamlines - SciVis
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
OSPray
OSPray
Embree:
  Performance / Cost - Pathtracer - Crown
  Performance / Cost - Pathtracer ISPC - Crown
  Performance / Cost - Pathtracer - Asian Dragon
  Performance / Cost - Pathtracer - Asian Dragon Obj
  Performance / Cost - Pathtracer ISPC - Asian Dragon
  Performance / Cost - Pathtracer ISPC - Asian Dragon Obj
  Performance / Cost - Enc Mode 4 - 1080p
  Performance / Cost - Enc Mode 8 - 1080p
  Performance / Cost - Pathtracer - Asian Dragon
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
SVT-AV1:
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
Embree:
  Performance / Cost - Pathtracer - Asian Dragon Obj
  Performance / Cost - Pathtracer - Crown
  Performance / Cost - Pathtracer ISPC - Asian Dragon
  Performance / Cost - Pathtracer ISPC - Asian Dragon Obj
  Performance / Cost - Pathtracer ISPC - Crown
Embree:
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer - Crown
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
High Performance Conjugate Gradient
High Performance Conjugate Gradient
ArrayFire
Intel Open Image Denoise
Intel Open Image Denoise
Intel Open Image Denoise
Intel Open Image Denoise
OpenVKL:
  Performance / Cost - vklBenchmark
  Performance / Cost - vklBenchmarkVdbVolume
  Performance / Cost - vklBenchmarkStructuredVolume
OpenVKL:
  vklBenchmark
  vklBenchmarkVdbVolume
  vklBenchmarkStructuredVolume
Chaos Group V-RAY
Chaos Group V-RAY
LuxCoreRender
LuxCoreRender:
  DLSC
  Rainbow Colors and Prism
Nettle:
  chacha
  sha512
  poly1305-aes
Nettle
Nettle
Himeno Benchmark
Himeno Benchmark
Stockfish
Stockfish
asmFish
LAMMPS Molecular Dynamics Simulator
John The Ripper:
  Blowfish
  MD5
PHPBench
Numpy Benchmark
PHPBench
NAS Parallel Benchmarks
NAS Parallel Benchmarks:
  Performance / Cost - EP.C
  Performance / Cost - EP.D
NAS Parallel Benchmarks:
  EP.C
  EP.D
  LU.C
PostgreSQL pgbench
NAMD
PyBench
PyPerformance:
  float
  regex_compile
  django_template
ArrayFire
MKL-DNN DNNL:
  IP Batch 1D - f32
  Deconvolution Batch deconv_1d - f32
  Deconvolution Batch deconv_3d - f32
  Convolution Batch conv_alexnet - f32
  Deconvolution Batch deconv_3d - u8s8f32
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - f32
Timed MrBayes Analysis
Timed Linux Kernel Compilation
Timed LLVM Compilation
Build2
Tungsten Renderer:
  Hair
  Water Caustic
DeepSpeech
Radiance Benchmark
Basis Universal
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Appleseed
Mlpack Benchmark:
  scikit_ica
  scikit_svm
  scikit_linearridgeregression
Scikit-Learn