EPYC 7262 Linux Ubuntu Benchmarks

EPYC and Xeon benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2003206-NI-EPYC7262L71&sor.

EPYC 7262 Linux Ubuntu BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6AMD EPYC 7262 8-Core @ 3.20GHz (8 Cores / 16 Threads)ASRockRack EPYCD8 (P2.10 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s 18ASF2G72PDZ-3G2E1525GB 2115llvmpipe 126GBAMD Starship/Matisse2 x VE2282 x Intel I350Ubuntu 20.045.4.0-14-generic (x86_64)GNOME Shell 3.35.91X Server 1.20.7modesetting 1.20.73.3 Mesa 20.0.0 (LLVM 9.0.1 128 bits)GCC 9.3.0ext41920x1080AMD EPYC 7251 8-Core @ 2.10GHz (8 Cores / 16 Threads)AMD 17h3 x VE228Intel Xeon E5-1680 v3 @ 3.80GHz (8 Cores / 16 Threads)ASUS X99-A (3902 BIOS)Intel Xeon E7 v3/Xeon4 x 4096 MB DDR4-2400MT/s CRUCIALPNY CS900 240GB + 525GB 2115eVGA NVIDIA NVE7 1GBRealtek ALC11503 x VE228 + G237HLIntel I218-V4.3 Mesa 20.0.0Intel Xeon E5-2609 v4 @ 1.70GHz (8 Cores)MSI X99A RAIDER (MS-7885) v5.0 (P.50 BIOS)Intel Xeon E7 v4/Xeon4 x 4096 MB DDR4-2133MT/s525GB 2115 + 256GB CORSAIR FORCE LXeVGA NVIDIA NV117 1GBRealtek ALC8923 x VE228 + 2 x G237HLIntel Xeon E5-2687W v3 @ 3.50GHz (10 Cores / 20 Threads)MSI X99S SLI PLUS (MS-7885) v1.0 (1.E0 BIOS)Intel Xeon E7 v3/Xeon4 x 8192 MB DDR4-2400MT/s525GB 2115 + 80GB INTEL SSDSCKGW08NVIDIA NVE4 2GB3 x VE228 + 3 x G237HLIntel Xeon E3-1275 v6 @ 4.20GHz (4 Cores / 8 Threads)ASUS P10S-M WS (4401 BIOS)Intel Xeon E3-1200 v6/7th2 x 8192 MB DDR4-2400MT/sSamsung SSD 970 EVO Plus 500GB + 525GB 2115Intel HD P630 3GB (1150MHz)Realtek ALC11503 x VE228 + 3 x G237HL + DELL S2409W2 x Intel I2104.6 Mesa 20.0.0OpenBenchmarking.orgCompiler Details- --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 -v Disk Details- MQ-DEADLINE / errors=remount-ro,relatime,rw,stripe=8191Processor Details- EPYC 7262: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c- EPYC 7251: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8001250- Xeon E5-1680 v3: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x43- Xeon E5-2609 v4: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xb000038- Xeon E5-2687W v3: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x43- Xeon E3-1275 v6: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xcaJava Details- OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)Python Details- + Python 3.8.2Security Details- EPYC 7262: 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: always-on RSB filling + tsx_async_abort: Not affected - EPYC 7251: 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 STIBP: disabled RSB filling + tsx_async_abort: Not affected - Xeon E5-1680 v3: itlb_multihit: KVM: Vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected - Xeon E5-2609 v4: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT disabled - Xeon E5-2687W v3: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected - Xeon E3-1275 v6: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

EPYC 7262 Linux Ubuntu Benchmarkshpcg: npb: CG.Cnpb: FT.Cnpb: LU.Cnpb: MG.Cnpb: SP.Bcloverleaf: Lagrangian-Eulerian Hydrodynamicsneat: mrbayes: Primate Phylogeny Analysislammps: Rhodopsin Proteinrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treejohn-the-ripper: Blowfishjohn-the-ripper: MD5dav1d: Summer Nature 4Ksvt-av1: Enc Mode 8 - 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pvpxenc: Speed 5x264: H.264 Video Encodingx265: H.265 1080p Video Encodingmt-dgemm: Sustained Floating-Point Rateluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solvercompress-7zip: Compress Speed Teststockfish: Total Timebuild-apache: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-mplayer: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixeltungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric Causticrays1bench: Large Scenenumpy: compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19encode-flac: WAV To FLACradiance: SMP Paralleltachyon: Total Timepgbench: Buffer Test - Normal Load - Read Onlyrawtherapee: Total Benchmark Timev-ray: CPUblender: BMW27 - CPU-Onlypybench: Total For Average Test Timesnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerphpbench: PHP Benchmark Suitemlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: EPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v613.333111452.5525189.4339012.2044250.8114161.541.0520.40882.2885.6057060.3945313.2276243.3374631.67825094.87222861.9097290.53814224.16211494812680130.9120.17893.5119.4678.5041.072.7762241.391.493491.317046492622147805628.477129.29691.82939.75567.895115.88874.72630.417832.702712.076614.797950.80315.5419.23310.425212.634106.1890143429.39353370.57912105193.60113321.94112.356112.91338.927449.247685278.630082279.5694651992860.3040.4014.622.6911.12612.772310593.8918044.0031901.1132103.7111054.061.7430.791120.1434.46712843.7589117.9889424.7599855.48434074.27635789.85012462.59228643.2631143541801379.8113.18555.5512.5356.0125.171.4968631.091.153307.287806298981611122040.075175.909132.44059.251100.046170.42688.80840.461745.073816.602820.042727.03216.1827.02913.601325.002140.9664115718.43193892.6407724278.82154128.82315.586181.60856.260647.774496342.773567404.67956938570290.1774.1417.444.9715.0156.399874721.6813246.3825323.5116225.017518.723.6024.047107.5865.0918311.4435325.9956147.4975114.49325971.71222392.5946202.61112344.60612048766549119.1318.85480.2617.2561.5536.401.9304101.211.323346.349924407321897300731.730161.784117.86852.34981.445149.805105.98539.514630.490410.646713.321638.98279.5819.66811.386266.729138.9936150771.17417477.67210382223.00114227.00714.575152.92559.433566.079339339.908405309.37054860671868.4861.6613.453.2611.2415.140293517.248103.9216156.4713023.455415.274.0651.447201.6102.66413618.8349162.00811268.71610692.10148129.84838366.3279337.15616523.932531434042857.067.14253.6810.0325.4119.752.4410570.530.591721.47111316785812977457.130248.797248.187112.458161.896307.181222.17593.279469.717025.673831.502816.62139.6132.57323.371518.858288.702869133.975777153.8574711535.02252354.18332.282286.08193.0601277.501778723.852332725.001612274947104.2681.3028.804.8721.5185.9255911111.7915146.168142.903.8023.788114.8395.5218658.9255668.8026272.5875168.33827934.07924311.2697163.82613811.16713773874411132.1819.970113.9516.8174.6638.352.1718591.411.543142.177206446702139873232.613161.055107.59548.14281.857144.05592.75334.150531.47009.3403111.683245.33248.6820.98212.413293.463121.9891162521.20110077.69311702190.87123827.73813.504148.13362.064506.481663294.583946273.95985556285576.0564.7915.303.4012.1723.489843681.899245.8417211.908270.365146.555.1231.11780.7653.0467014.8664828.4895968.2977470.87022939.31823560.9715131.86111061.779770043814684.9413.59680.4323.8844.6034.441.1363360.750.823442.036322250991169228429.957142.175176.39280.61699.840223.033160.73862.102641.035615.475220.588927.17332.8434.0049.446232.806202.2991106629.40896689.1906666346.27101337.29423.218233.75866.333861.404113509.434412472.93637569239763.5677.3716.004.2910.080OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1EPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2687W v3Xeon E5-2609 v4Xeon E3-1275 v63691215SE +/- 0.02788, N = 3SE +/- 0.09650, N = 3SE +/- 0.00570, N = 3SE +/- 0.00476, N = 3SE +/- 0.00252, N = 3SE +/- 0.00204, N = 313.3331012.772306.399875.925595.140293.489841. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E3-1275 v6Xeon E5-2609 v42K4K6K8K10KSE +/- 128.31, N = 15SE +/- 46.31, N = 3SE +/- 1.64, N = 3SE +/- 7.62, N = 3SE +/- 8.25, N = 311452.5510593.894721.683681.893517.241. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6Xeon E5-2609 v45K10K15K20K25KSE +/- 156.87, N = 3SE +/- 168.79, N = 3SE +/- 2.14, N = 3SE +/- 15.38, N = 3SE +/- 19.44, N = 3SE +/- 4.49, N = 325189.4318044.0013246.3811111.799245.848103.921. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E3-1275 v6Xeon E5-2609 v48K16K24K32K40KSE +/- 9.84, N = 3SE +/- 361.58, N = 3SE +/- 76.82, N = 3SE +/- 7.10, N = 3SE +/- 46.09, N = 339012.2031901.1125323.5117211.9016156.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2687W v3Xeon E5-2609 v4Xeon E3-1275 v69K18K27K36K45KSE +/- 33.03, N = 3SE +/- 31.65, N = 3SE +/- 22.74, N = 3SE +/- 16.29, N = 3SE +/- 22.53, N = 3SE +/- 2.43, N = 344250.8132103.7116225.0115146.1613023.458270.361. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BEPYC 7262EPYC 7251Xeon E5-2687W v3Xeon E5-1680 v3Xeon E5-2609 v4Xeon E3-1275 v63K6K9K12K15KSE +/- 70.87, N = 3SE +/- 18.45, N = 3SE +/- 6.03, N = 3SE +/- 6.30, N = 3SE +/- 4.23, N = 3SE +/- 1.88, N = 314161.5411054.068142.907518.725415.275146.551. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2687W v3Xeon E5-2609 v4Xeon E3-1275 v61.1522.3043.4564.6085.76SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 31.051.743.603.804.065.121. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nebular Empirical Analysis Tool

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29EPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v41224364860SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 320.4123.7924.0530.7931.1251.451. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v44080120160200SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.47, N = 3SE +/- 0.34, N = 3SE +/- 0.13, N = 3SE +/- 0.57, N = 380.7782.29107.59114.84120.14201.61-madx -mmpx-msse4a -msha -madx-msse4a -msha -madx-madx1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -mabm -O3 -std=c99 -pedantic -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v41.26112.52223.78335.04446.3055SE +/- 0.074, N = 14SE +/- 0.008, N = 3SE +/- 0.017, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.016, N = 35.6055.5215.0914.4673.0462.6641. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v43K6K9K12K15KSE +/- 53.62, N = 5SE +/- 68.62, N = 5SE +/- 98.77, N = 25SE +/- 71.99, N = 5SE +/- 143.13, N = 25SE +/- 130.59, N = 57014.877060.398311.448658.9312843.7613618.83

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Random ForestXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v42K4K6K8K10KSE +/- 40.35, N = 5SE +/- 38.71, N = 25SE +/- 34.28, N = 5SE +/- 47.20, N = 5SE +/- 110.87, N = 5SE +/- 109.78, N = 64828.495313.235326.005668.809117.999162.01

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSXeon E3-1275 v6Xeon E5-1680 v3EPYC 7262Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v42K4K6K8K10KSE +/- 17.63, N = 5SE +/- 41.80, N = 5SE +/- 30.59, N = 5SE +/- 41.10, N = 5SE +/- 62.17, N = 25SE +/- 131.60, N = 55968.306147.506243.346272.599424.7611268.72

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v42K4K6K8K10KSE +/- 50.72, N = 25SE +/- 34.88, N = 5SE +/- 62.37, N = 6SE +/- 62.86, N = 25SE +/- 296.66, N = 25SE +/- 82.36, N = 254631.685114.495168.347470.879855.4810692.10

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v410K20K30K40K50KSE +/- 125.88, N = 5SE +/- 578.01, N = 20SE +/- 282.02, N = 5SE +/- 313.07, N = 7SE +/- 737.70, N = 25SE +/- 277.37, N = 522939.3225094.8725971.7127934.0834074.2848129.85

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon E5-1680 v3EPYC 7262Xeon E3-1275 v6Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v48K16K24K32K40KSE +/- 182.88, N = 5SE +/- 114.55, N = 5SE +/- 61.89, N = 5SE +/- 51.08, N = 5SE +/- 423.93, N = 5SE +/- 234.90, N = 522392.5922861.9123560.9724311.2735789.8538366.33

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: In-Memory Database ShootoutXeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7262Xeon E5-2609 v4EPYC 72513K6K9K12K15KSE +/- 39.97, N = 25SE +/- 24.95, N = 5SE +/- 42.44, N = 5SE +/- 73.80, N = 5SE +/- 80.15, N = 12SE +/- 152.71, N = 55131.866202.617163.837290.549337.1612462.59

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed TreeXeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7262Xeon E5-2609 v4EPYC 72516K12K18K24K30KSE +/- 124.98, N = 6SE +/- 75.40, N = 25SE +/- 139.51, N = 25SE +/- 249.42, N = 22SE +/- 209.43, N = 5SE +/- 764.47, N = 2511061.7812344.6113811.1714224.1616523.9328643.26

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon E5-2687W v3Xeon E5-1680 v3EPYC 7262EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v43K6K9K12K15KSE +/- 14.42, N = 3SE +/- 14.34, N = 3SE +/- 2.85, N = 3SE +/- 36.13, N = 3SE +/- 2.96, N = 3SE +/- 12.84, N = 313773120481149411435770053141. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon E5-2687W v3EPYC 7262Xeon E5-1680 v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4200K400K600K800K1000KSE +/- 322.83, N = 3SE +/- 402.38, N = 3SE +/- 1007.00, N = 3SE +/- 162.34, N = 3SE +/- 1984.08, N = 3SE +/- 641.36, N = 38744118126807665494381464180133404281. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon E5-2687W v3EPYC 7262Xeon E5-1680 v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4306090120150SE +/- 0.66, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3132.18130.91119.1384.9479.8157.06MIN: 107.12 / MAX: 150.5MIN: 120.52 / MAX: 146.72MIN: 109.79 / MAX: 133.77MIN: 79.37 / MAX: 97.05MIN: 71.2 / MAX: 87.78MIN: 53.37 / MAX: 65.141. (CC) gcc options: -pthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4510152025SE +/- 0.117, N = 3SE +/- 0.086, N = 3SE +/- 0.176, N = 3SE +/- 0.071, N = 3SE +/- 0.123, N = 3SE +/- 0.049, N = 320.17819.97018.85413.59613.1857.1421. (CXX) g++ options: -fPIE -fPIC -pie

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon E5-2687W v3EPYC 7262Xeon E3-1275 v6Xeon E5-1680 v3EPYC 7251Xeon E5-2609 v4306090120150SE +/- 0.10, N = 3SE +/- 1.50, N = 12SE +/- 1.58, N = 12SE +/- 0.89, N = 7SE +/- 0.18, N = 3SE +/- 0.48, N = 12113.9593.5180.4380.2655.5553.681. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

Speed: Speed 5

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Xeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v4612182430SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 9SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 323.8819.4617.2516.8112.5310.031. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v420406080100SE +/- 0.69, N = 12SE +/- 0.31, N = 3SE +/- 0.64, N = 8SE +/- 0.05, N = 3SE +/- 0.50, N = 6SE +/- 0.38, N = 378.5074.6661.5556.0144.6025.411. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x265

H.265 1080p Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4918273645SE +/- 0.19, N = 3SE +/- 0.40, N = 3SE +/- 0.45, N = 4SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 341.0738.3536.4034.4425.1719.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateEPYC 7262Xeon E5-2609 v4Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v60.62471.24941.87412.49883.1235SE +/- 0.023795, N = 15SE +/- 0.001164, N = 3SE +/- 0.022667, N = 15SE +/- 0.020203, N = 12SE +/- 0.007726, N = 3SE +/- 0.009110, N = 32.7762242.4410572.1718591.9304101.4968631.1363361. (CC) gcc options: -O3 -march=native -fopenmp

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon E5-2687W v3EPYC 7262Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v40.31730.63460.95191.26921.5865SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.411.391.211.090.750.53MIN: 1.36 / MAX: 1.44MIN: 1.3 / MAX: 1.42MIN: 1.17 / MAX: 1.23MIN: 1.05 / MAX: 1.11MIN: 0.72 / MAX: 0.77MIN: 0.52 / MAX: 0.54

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon E5-2687W v3EPYC 7262Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v40.34650.6931.03951.3861.7325SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.541.491.321.150.820.59MIN: 1.51 / MAX: 1.6MIN: 1.45 / MAX: 1.55MIN: 1.29 / MAX: 1.38MIN: 1.11 / MAX: 1.19MIN: 0.8 / MAX: 0.85MIN: 0.57 / MAX: 0.66

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverEPYC 7262Xeon E3-1275 v6Xeon E5-1680 v3EPYC 7251Xeon E5-2687W v3Xeon E5-2609 v47001400210028003500SE +/- 30.97, N = 3SE +/- 15.81, N = 3SE +/- 2.12, N = 3SE +/- 52.92, N = 3SE +/- 3.33, N = 3SE +/- 1.77, N = 33491.323442.043346.353307.293142.181721.471. (CC) gcc options: -O3 -mavx2

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v411K22K33K44K55KSE +/- 212.24, N = 3SE +/- 505.56, N = 3SE +/- 304.81, N = 3SE +/- 196.69, N = 3SE +/- 307.56, N = 3SE +/- 9.84, N = 34926244670407322989825099167851. (CXX) g++ options: -pipe -lpthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v45M10M15M20M25MSE +/- 260520.22, N = 3SE +/- 93416.83, N = 3SE +/- 129371.70, N = 3SE +/- 80120.77, N = 3SE +/- 193538.67, N = 3SE +/- 55906.18, N = 3214780562139873218973007161112201169228481297741. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileEPYC 7262Xeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v41326395265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 328.4829.9631.7332.6140.0857.13

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 7262Xeon E3-1275 v6Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E5-2609 v450100150200250SE +/- 0.23, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3129.30142.18161.06161.78175.91248.80

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v450100150200250SE +/- 0.72, N = 3SE +/- 1.45, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 0.97, N = 3SE +/- 1.33, N = 391.83107.60117.87132.44176.39248.19

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4306090120150SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 339.7648.1452.3559.2580.62112.46

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v44080120160200SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 367.9081.4581.8699.84100.05161.90

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v470140210280350SE +/- 0.15, N = 3SE +/- 0.77, N = 3SE +/- 1.47, N = 3SE +/- 1.09, N = 3SE +/- 0.50, N = 3SE +/- 0.49, N = 3115.89144.06149.81170.43223.03307.18

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelEPYC 7262EPYC 7251Xeon E5-2687W v3Xeon E5-1680 v3Xeon E3-1275 v6Xeon E5-2609 v450100150200250SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 374.7388.8192.75105.99160.74222.181. (CC) gcc options: -lm -lpthread -O3

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v420406080100SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 330.4234.1539.5140.4662.1093.28-march=znver1 -msse4a-march=haswell -mno-sse4a-march=haswell -mno-sse4a-march=znver1 -msse4a-march=skylake -mno-sse4a-march=broadwell -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon E5-1680 v3Xeon E5-2687W v3EPYC 7262Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v41632486480SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 330.4931.4732.7041.0445.0769.72-march=haswell -mno-sse4a-march=haswell -mno-sse4a-march=znver1 -msse4a-march=skylake -mno-sse4a-march=znver1 -msse4a-march=broadwell -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialXeon E5-2687W v3Xeon E5-1680 v3EPYC 7262Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4612182430SE +/- 0.00751, N = 3SE +/- 0.00553, N = 3SE +/- 0.03691, N = 3SE +/- 0.07884, N = 3SE +/- 0.01922, N = 3SE +/- 0.01833, N = 39.3403110.6467012.0766015.4752016.6028025.67380-march=haswell -mno-sse4a-march=haswell -mno-sse4a-march=znver1 -msse4a-march=skylake -mno-sse4a-march=znver1 -msse4a-march=broadwell -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticXeon E5-2687W v3Xeon E5-1680 v3EPYC 7262EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 311.6813.3214.8020.0420.5931.50-march=haswell -mno-sse4a-march=haswell -mno-sse4a-march=znver1 -msse4a-march=znver1 -msse4a-march=skylake -mno-sse4a-march=broadwell -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

rays1bench

Large Scene

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v41122334455SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 5SE +/- 0.00, N = 350.8045.3338.9827.1727.0316.62

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v470140210280350SE +/- 1.33, N = 3SE +/- 1.84, N = 3SE +/- 0.32, N = 3SE +/- 2.05, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 3332.84315.54279.58248.68216.18139.61

Zstd Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v4Xeon E3-1275 v6816243240SE +/- 0.13, N = 3SE +/- 0.22, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 319.2319.6720.9827.0332.5734.001. (CC) gcc options: -O3 -pthread -lz

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v4612182430SE +/- 0.016, N = 5SE +/- 0.055, N = 5SE +/- 0.033, N = 5SE +/- 0.061, N = 5SE +/- 0.031, N = 5SE +/- 0.014, N = 59.44610.42511.38612.41313.60123.3711. (CXX) g++ options: -O2 -fvisibility=hidden -lm

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelEPYC 7262Xeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v4110220330440550212.63232.81266.73293.46325.00518.86

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v460120180240300SE +/- 0.24, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.34, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3106.19121.99138.99140.97202.30288.701. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyXeon E5-2687W v3Xeon E5-1680 v3EPYC 7262EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v430K60K90K120K150KSE +/- 407.25, N = 3SE +/- 250.87, N = 3SE +/- 538.78, N = 3SE +/- 342.74, N = 3SE +/- 179.65, N = 3SE +/- 369.97, N = 3162521.20150771.17143429.39115718.43106629.4169133.981. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4306090120150SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 370.5877.6777.6989.1992.64153.861. RawTherapee, version 5.8, command line.

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v43K6K9K12K15KSE +/- 16.67, N = 3SE +/- 19.33, N = 3SE +/- 20.80, N = 3SE +/- 19.55, N = 3SE +/- 28.26, N = 3SE +/- 45.73, N = 3121051170210382772466664711

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon E5-2687W v3EPYC 7262Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4120240360480600SE +/- 0.19, N = 3SE +/- 1.10, N = 3SE +/- 0.59, N = 3SE +/- 0.76, N = 3SE +/- 0.25, N = 3SE +/- 1.64, N = 3190.87193.60223.00278.82346.27535.02

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v45001000150020002500SE +/- 0.67, N = 3SE +/- 2.60, N = 3SE +/- 2.40, N = 3SE +/- 0.58, N = 3101311331142123815412523

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v41224364860SE +/- 0.14, N = 3SE +/- 0.25, N = 3SE +/- 0.37, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.93, N = 321.9427.0127.7428.8237.2954.18

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4714212835SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 4SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 312.3613.5014.5815.5923.2232.28

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v460120180240300SE +/- 0.55, N = 3SE +/- 1.89, N = 3SE +/- 0.66, N = 3SE +/- 2.31, N = 4SE +/- 1.13, N = 3SE +/- 0.43, N = 3112.91148.13152.93181.61233.76286.08

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointEPYC 7262EPYC 7251Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6Xeon E5-2609 v420406080100SE +/- 0.36, N = 3SE +/- 0.31, N = 3SE +/- 0.36, N = 3SE +/- 0.92, N = 4SE +/- 0.20, N = 3SE +/- 0.64, N = 338.9356.2659.4362.0666.3393.06

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v430060090012001500449.25506.48566.08647.77861.401277.50

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialEPYC 7262Xeon E5-2687W v3Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4160320480640800278.63294.58339.91342.77509.43723.85

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon E5-2687W v3EPYC 7262Xeon E5-1680 v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v4160320480640800273.96279.57309.37404.68472.94725.00

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7262EPYC 7251Xeon E5-2609 v4150K300K450K600K750KSE +/- 868.93, N = 3SE +/- 3272.34, N = 3SE +/- 589.90, N = 3SE +/- 463.67, N = 3SE +/- 1998.34, N = 3SE +/- 553.98, N = 3692397606718562855519928385702274947

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaEPYC 7262Xeon E3-1275 v6Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v420406080100SE +/- 0.50, N = 3SE +/- 0.55, N = 3SE +/- 0.49, N = 3SE +/- 1.09, N = 3SE +/- 1.26, N = 3SE +/- 1.50, N = 1560.3063.5668.4876.0590.17104.26

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E3-1275 v6Xeon E5-2609 v420406080100SE +/- 0.54, N = 5SE +/- 0.71, N = 3SE +/- 0.80, N = 3SE +/- 0.43, N = 3SE +/- 0.33, N = 3SE +/- 0.51, N = 340.4061.6664.7974.1477.3781.30

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon E5-1680 v3EPYC 7262Xeon E5-2687W v3Xeon E3-1275 v6EPYC 7251Xeon E5-2609 v4714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.4514.6215.3016.0017.4428.80

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3Xeon E3-1275 v6Xeon E5-2609 v4EPYC 72511.11832.23663.35494.47325.5915SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 32.693.263.404.294.874.97

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon E3-1275 v6EPYC 7262Xeon E5-1680 v3Xeon E5-2687W v3EPYC 7251Xeon E5-2609 v4510152025SE +/- 0.00, N = 3SE +/- 0.16, N = 4SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 310.0811.1311.2412.1715.0221.52


Phoronix Test Suite v10.8.4