AMD EPYC 7F72 2P Linux 5.11 Perf Governor

2 x AMD EPYC 7F72 24-Core testing looking at CPU freq invariance on 5.11 with patch. CPU power consumption monitoring via AMD_Energy interface at 1 second polling. Additional data with CPUFreq performance governor included.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2102048-HA-AMDEPYC7F37
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AV1 2 Tests
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HPC - High Performance Computing 11 Tests
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CPUFreq Performance
January 24 2021
  6 Hours, 39 Minutes
Linux 5.11 Git
January 22 2021
  5 Hours, 35 Minutes
Linux 5.11 Giovanni Patch
January 23 2021
  5 Hours, 41 Minutes
Linux 5.11 Rafael Patch
February 03 2021
  6 Hours, 39 Minutes
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AMD EPYC 7F72 2P Linux 5.11 Perf GovernorProcessorMotherboardChipsetMemoryDiskGraphicsNetworkMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionLinux 5.11 GitLinux 5.11 Giovanni PatchCPUFreq PerformanceLinux 5.11 Rafael Patch2 x AMD EPYC 7F72 24-Core @ 3.20GHz (48 Cores / 96 Threads)Supermicro H11DSi-NT v2.00 (2.1 BIOS)AMD Starship/Matisse16 x 8192 MB DDR4-3200MT/s HMA81GR7CJR8N-XN1000GB Western Digital WD_BLACK SN850 1TBASPEED2 x Intel 10G X550TUbuntu 20.105.11.0-051100rc4daily20210122-generic (x86_64) 20210121GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.9GCC 10.2.0ext41920x1080VE2285.11.0-rc4-max-boost-inv-patch (x86_64) 202101212 x AMD EPYC 7F72 24-Core @ 3.71GHz (48 Cores / 96 Threads)VE2285.11.0-rc6-phx (x86_64) 20210203aspeedOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,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- Linux 5.11 Git, Linux 5.11 Giovanni Patch, CPUFreq Performance: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- Linux 5.11 Git: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034- Linux 5.11 Giovanni Patch: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034- CPUFreq Performance: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x8301034- Linux 5.11 Rafael Patch: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034Java Details- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)Python Details- Python 3.8.6Security Details- 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 + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.11 GitLinux 5.11 Giovanni PatchCPUFreq PerformanceLinux 5.11 Rafael PatchResult OverviewPhoronix Test Suite100%111%123%134%Cpuminer-Optdav1dx265OSPrayLeelaChessZeroLAMMPS Molecular Dynamics SimulatorTimed GDB GNU Debugger CompilationInfluxDBDaCapo BenchmarkCLOMPRodiniaQMCPACKrav1eQuantum ESPRESSOoneDNNTTSIOD 3D RendererONNX RuntimeAI Benchmark AlphaRedisNAS Parallel BenchmarksOpenFOAMTensorFlow Lite

AMD EPYC 7F72 2P Linux 5.11 Perf Governordav1d: Summer Nature 4Kdav1d: Chimera 1080p 10-bitospray: Magnetic Reconnection - Path Tracerospray: San Miguel - SciVisttsiod-renderer: Phong Rendering With Soft-Shadow Mappingx265: Bosphorus 1080prav1e: 10x265: Bosphorus 4Krav1e: 6rav1e: 5onnx: yolov4 - OpenMP CPUcpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditslczero: BLASlczero: Eigenlammps: Rhodopsin Proteinredis: SETai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scoreclomp: Static OMP Speedupnpb: LU.Cinfluxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 4 - 10000 - 2,5000,1 - 10000tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4onednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUdacapobench: Jythondacapobench: Tradebeansdacapobench: Tradesoapbuild-gdb: Time To Compileopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mqe: AUSURF112rodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusterqmcpack: simple-H2OLinux 5.11 GitLinux 5.11 Giovanni PatchCPUFreq PerformanceLinux 5.11 Rafael Patch308.29130.6125052.63627.20847.662.90218.631.3701.0451753637841324774106428421.1291380890.2216971059275643.9147443.861231991.2807463.146659.245083.918977165193.07657268946400.9141982.405490.8813480.54767448975954517097.64118.71129.671217.499.25511.20931.177317.45133.3725054.97655.22549.453.05419.741.4081.0681813640171390374061443323.7871427348.1017201067278747.8154376.761256112.1812193.639523.541034.013404462195.47362858107500.8637822.332900.8492480.52196847785591514892.91618.30128.281171.038.88210.33829.281363.33181.95333.3355.56665.44862.293.17720.751.4461.0951855229481940874147445024.6391454741.4217751133290847.4153770.571360163.0956189.439981.941180.113284461347.27379938188870.8675452.304670.8136280.51460447404671462185.27718.29128.811249.068.51010.43228.971315.99133.6925054.97642.25150.433.04519.931.3981.0641813666481375573522374924.7951401394.3017131061277446.9154111.431264917.7812464.340060.040544.113546762054.27244548154780.8703512.311710.8238250.51180948435600516793.09818.32129.051222.608.95210.56729.040OpenBenchmarking.org

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 0.8.1Video Input: Summer Nature 4KLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git80160240320400SE +/- 2.68, N = 3SE +/- 3.54, N = 15SE +/- 0.53, N = 3SE +/- 1.86, N = 3315.99363.33317.45308.29MIN: 157.61 / MAX: 340.72MIN: 186.32 / MAX: 403.05MIN: 173.69 / MAX: 340.43MIN: 163.13 / MAX: 334.131. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git4080120160200SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3133.69181.95133.37130.61MIN: 92.24 / MAX: 206.31MIN: 125.32 / MAX: 275.36MIN: 92.59 / MAX: 205.11MIN: 90.23 / MAX: 199.741. (CC) gcc options: -pthread

OSPray

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.07430.14860.22290.29720.37150.330.320.30

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git70140210280350SE +/- 0.00, N = 11250.00333.33250.00250.00MIN: 111.11 / MAX: 333.33MIN: 100 / MAX: 500MIN: 90.91 / MAX: 333.33MIN: 90.91 / MAX: 500

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git1224364860SE +/- 0.58, N = 5SE +/- 0.00, N = 3SE +/- 0.58, N = 5SE +/- 0.00, N = 354.9755.5654.9752.63MIN: 25.64 / MAX: 58.82MIN: 33.33 / MAX: 58.82MIN: 31.25 / MAX: 58.82MIN: 27.03 / MAX: 58.82

TTSIOD 3D Renderer

A portable GPL 3D software renderer that supports OpenMP and Intel Threading Building Blocks with many different rendering modes. This version does not use OpenGL but is entirely CPU/software based. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git140280420560700SE +/- 24.62, N = 12SE +/- 5.92, N = 15SE +/- 3.22, N = 3SE +/- 9.04, N = 15642.25665.45655.23627.211. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

rav1e

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterrav1e 0.4Speed: 10CPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.00450.0090.01350.0180.02250.020.020.02

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterrav1e 0.4Speed: 6CPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.00230.00460.00690.00920.01150.010.010.01

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git1428425670SE +/- 0.14, N = 3SE +/- 0.73, N = 15SE +/- 0.52, N = 4SE +/- 0.42, N = 750.4362.2949.4547.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

rav1e

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterrav1e 0.4Speed: 5CPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.00230.00460.00690.00920.01150.010.010.01

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.71481.42962.14442.85923.574SE +/- 0.011, N = 3SE +/- 0.018, N = 3SE +/- 0.008, N = 3SE +/- 0.016, N = 33.0453.1773.0542.902

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git510152025SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 319.9320.7519.7418.631. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.32540.65080.97621.30161.627SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 31.3981.4461.4081.370

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 5Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.24640.49280.73920.98561.232SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 31.0641.0951.0681.045

ONNX Runtime

OpenBenchmarking.orgInferences Per Minute Per Watt, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.15750.3150.47250.630.78750.700.690.67

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPULinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git4080120160200SE +/- 1.86, N = 4SE +/- 2.62, N = 3SE +/- 1.86, N = 3SE +/- 1.60, N = 121811851811751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Cpuminer-Opt

OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git80016002400320040003625.652897.782899.04

OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY CreditsCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git300600900120015001315.461091.621052.71

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git110K220K330K440K550KSE +/- 2614.77, N = 13SE +/- 9614.65, N = 12SE +/- 5604.68, N = 12SE +/- 3597.13, N = 153666485229483640173637841. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY CreditsLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git40K80K120K160K200KSE +/- 1545.00, N = 3SE +/- 861.90, N = 3SE +/- 1380.06, N = 3SE +/- 1036.73, N = 31375571940871390371324771. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

LeelaChessZero

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: BLASCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git36912159.729.729.69

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: EigenCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git369121510.3910.4510.08

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git9001800270036004500SE +/- 36.49, N = 5SE +/- 17.79, N = 3SE +/- 49.90, N = 9SE +/- 50.84, N = 335224147406141061. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git10002000300040005000SE +/- 54.19, N = 9SE +/- 26.71, N = 3SE +/- 36.23, N = 3SE +/- 49.20, N = 437494450443342841. (CXX) g++ options: -flto -pthread

LAMMPS Molecular Dynamics Simulator

OpenBenchmarking.orgns/day Per Watt, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.03150.0630.09450.1260.15750.140.130.12

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git612182430SE +/- 0.16, N = 3SE +/- 0.19, N = 15SE +/- 0.17, N = 12SE +/- 0.23, N = 1524.8024.6423.7921.131. (CXX) g++ options: -O3 -pthread -lm

Redis

OpenBenchmarking.orgRequests Per Second Per Watt, More Is BetterRedis 6.0.9Test: SETCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git3K6K9K12K15K11683.8511500.6111015.92

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git300K600K900K1200K1500KSE +/- 15335.21, N = 5SE +/- 10017.79, N = 13SE +/- 13176.39, N = 15SE +/- 10410.66, N = 151401394.301454741.421427348.101380890.221. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

AI Benchmark Alpha

OpenBenchmarking.orgScore Per Watt, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git369121511.5912.9812.95

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git4008001200160020001713177517201697

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git20040060080010001061113310671059

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git60012001800240030002774290827872756

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git1122334455SE +/- 0.98, N = 15SE +/- 0.55, N = 3SE +/- 0.47, N = 3SE +/- 0.60, N = 346.947.447.843.91. (CC) gcc options: -fopenmp -O3 -lm

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: LU.CLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git30K60K90K120K150KSE +/- 237.90, N = 3SE +/- 121.33, N = 4SE +/- 509.59, N = 4SE +/- 1780.52, N = 15154111.43153770.57154376.76147443.861. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

InfluxDB

OpenBenchmarking.orgval/sec Per Watt, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000CPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git110022003300440055004963.604857.315060.30

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git300K600K900K1200K1500KSE +/- 5312.25, N = 3SE +/- 9433.94, N = 3SE +/- 2545.78, N = 3SE +/- 6204.63, N = 31264917.71360163.01256112.11231991.2

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git200K400K600K800K1000KSE +/- 757.15, N = 3SE +/- 2401.68, N = 3SE +/- 1525.09, N = 3SE +/- 2183.04, N = 3812464.3956189.4812193.6807463.1

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git10K20K30K40K50KSE +/- 126.68, N = 3SE +/- 473.02, N = 3SE +/- 395.37, N = 3SE +/- 1144.94, N = 1540060.039981.939523.546659.2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git10K20K30K40K50KSE +/- 60.30, N = 3SE +/- 211.03, N = 3SE +/- 400.94, N = 6SE +/- 759.19, N = 1540544.141180.141034.045083.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git40K80K120K160K200KSE +/- 1630.66, N = 3SE +/- 2146.20, N = 15SE +/- 2393.85, N = 15SE +/- 7366.43, N = 15135467132844134044189771

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git14K28K42K56K70KSE +/- 479.59, N = 15SE +/- 715.70, N = 4SE +/- 412.91, N = 15SE +/- 690.93, N = 362054.261347.262195.465193.0

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git160K320K480K640K800KSE +/- 1613.84, N = 3SE +/- 2132.19, N = 3SE +/- 5824.36, N = 9SE +/- 4257.59, N = 3724454737993736285765726

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git200K400K600K800K1000KSE +/- 2213.60, N = 3SE +/- 4685.69, N = 3SE +/- 1163.43, N = 3SE +/- 2435.29, N = 3815478818887810750894640

oneDNN

This is a test of the Intel oneDNN 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. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.20570.41140.61710.82281.0285SE +/- 0.007039, N = 3SE +/- 0.001697, N = 7SE +/- 0.001510, N = 7SE +/- 0.006064, N = 70.8703510.8675450.8637820.914198MIN: 0.8MIN: 0.78MIN: 0.79MIN: 0.781. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.54121.08241.62362.16482.706SE +/- 0.02377, N = 15SE +/- 0.02560, N = 15SE +/- 0.01587, N = 3SE +/- 0.03372, N = 32.311712.304672.332902.40549MIN: 1.89MIN: 1.88MIN: 2MIN: 1.921. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.19830.39660.59490.79320.9915SE +/- 0.006790, N = 15SE +/- 0.005456, N = 5SE +/- 0.004000, N = 5SE +/- 0.005127, N = 50.8238250.8136280.8492480.881348MIN: 0.68MIN: 0.69MIN: 0.73MIN: 0.711. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git0.12320.24640.36960.49280.616SE +/- 0.003992, N = 10SE +/- 0.005906, N = 4SE +/- 0.004601, N = 4SE +/- 0.005010, N = 40.5118090.5146040.5219680.547674MIN: 0.43MIN: 0.43MIN: 0.43MIN: 0.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git10002000300040005000SE +/- 24.16, N = 4SE +/- 20.83, N = 6SE +/- 43.93, N = 6SE +/- 28.66, N = 184843474047784897

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git13002600390052006500SE +/- 53.96, N = 20SE +/- 52.34, N = 20SE +/- 66.39, N = 20SE +/- 50.83, N = 205600467155915954

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git11002200330044005500SE +/- 47.07, N = 4SE +/- 42.72, N = 5SE +/- 61.21, N = 4SE +/- 44.82, N = 45167462151485170

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git20406080100SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.43, N = 3SE +/- 0.40, N = 393.1085.2892.9297.64

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git510152025SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 318.3218.2918.3018.711. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git306090120150SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3129.05128.81128.28129.671. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF112Linux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git30060090012001500SE +/- 23.97, N = 6SE +/- 19.05, N = 9SE +/- 12.21, N = 4SE +/- 11.28, N = 31222.601249.061171.031217.491. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git3691215SE +/- 0.168, N = 15SE +/- 0.053, N = 5SE +/- 0.141, N = 15SE +/- 0.148, N = 158.9528.5108.8829.2551. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git3691215SE +/- 0.13, N = 4SE +/- 0.04, N = 5SE +/- 0.03, N = 5SE +/- 0.22, N = 1510.5710.4310.3411.211. (CXX) g++ options: -O2 -lOpenCL

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. QMCPACK is an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids. QMCPACK is supported by the U.S. Department of Energy. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.10Input: simple-H2OLinux 5.11 Rafael PatchCPUFreq PerformanceLinux 5.11 Giovanni PatchLinux 5.11 Git714212835SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 1529.0428.9729.2831.181. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -pthread -lm