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 2101253-HA-AMDEPYC7F96
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Linux 5.11 Git
January 22 2021
  15 Hours
Linux 5.11 Patched
January 23 2021
  15 Hours, 14 Minutes
CPUFreq Performance
January 24 2021
  16 Hours, 38 Minutes
Invert Behavior (Only Show Selected Data)
  15 Hours, 38 Minutes

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AMD EPYC 7F72 2P Linux 5.11 Perf GovernorProcessorMotherboardChipsetMemoryDiskGraphicsNetworkMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance2 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) 20210121OpenBenchmarking.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- 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 Patched: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034- CPUFreq Performance: Scaling Governor: acpi-cpufreq performance (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 PatchedCPUFreq PerformanceResult OverviewPhoronix Test Suite100%107%114%121%128%dav1dCpuminer-Optx265DaCapo BenchmarkTimed GDB GNU Debugger CompilationInfluxDBNebular Empirical Analysis ToolCLOMPFFTWLAMMPS Molecular Dynamics SimulatorQMCPACKZstd CompressiononeDNNQuantum ESPRESSOIORTTSIOD 3D RendererAI Benchmark Alpharav1eOSPrayRodiniaRedisSVT-VP9Himeno BenchmarkTimed Godot Game Engine CompilationFFTEYafaRayKeyDBJohn The RipperChaos Group V-RAYLeelaChessZeroTNNHigh Performance Conjugate GradientLULESHNAMDNAS Parallel BenchmarksASKAPTimed Linux Kernel CompilationStockfishBlogBenchOpenFOAMPOV-RayGPAWTachyonCython BenchmarkBlenderTimed LLVM CompilationBYTE Unix BenchmarkBuild2PrimesieveIntel Open Image DenoiseSVT-AV1SQLite SpeedtestONNX RuntimePlaidMLAlgebraic Multi-Grid BenchmarkTungsten RendererLuxCoreRenderTimed MrBayes AnalysissimdjsonASTC EncoderBRL-CADLZ4 CompressionGcrypt LibraryNumpy BenchmarkDolfynGROMACSEtcpakGoogle SynthMarkRELIONQuantLibGnuPGasmFishSwetTSCPHierarchical INTegrationTensorFlow LiteFinanceBench

Linux 5.11 GitLinux 5.11 PatchedCPUFreq PerformancePer Watt Result OverviewPhoronix Test Suite100%105%110%116%121%ASKAPdav1dCpuminer-OptHigh Performance Conjugate GradientAI Benchmark AlphaKeyDBZstd CompressionFFTWLAMMPS Molecular Dynamics SimulatorCLOMPTTSIOD 3D RendererIORRedisOSPrayFFTESVT-VP9BlogBenchx265asmFishInfluxDBNAS Parallel BenchmarksHimeno BenchmarkLULESHChaos Group V-RAYQuantLibEtcpakJohn The RipperStockfishLeelaChessZeroBYTE Unix BenchmarkNumpy BenchmarkAlgebraic Multi-Grid BenchmarkLZ4 CompressionSwetONNX RuntimeGoogle SynthMarkHierarchical INTegrationBRL-CADTSCPrav1eGROMACSLuxCoreRenderIntel Open Image DenoisePlaidMLSVT-AV1P.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

AMD EPYC 7F72 2P Linux 5.11 Perf Governortscp: AI Chess Performancecompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedclomp: Static OMP Speedupdacapobench: H2dacapobench: Jythondacapobench: Tradebeansdacapobench: Tradesoapcython-bench: N-Queenshint: FLOATbrl-cad: VGR Performance Metricastcenc: Thoroughastcenc: Exhaustiveetcpak: ETC1etcpak: ETC1 + Ditheringetcpak: ETC2synthmark: VoiceMark_100gcrypt: quantlib: relion: Basic - CPUfftw: Float + SSE - 2D FFT Size 4096mrbayes: Primate Phylogeny Analysishimeno: Poisson Pressure Solverplaidml: No - Inference - ResNet 50 - CPUplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUlczero: BLASlczero: Eigennumpy: dolfyn: Computational Fluid Dynamicsai-benchmark: Device Training Scoreai-benchmark: Device AI Scoreior: 2MB - Default Test Directoryai-benchmark: Device Inference Scoretensorflow-lite: Mobilenet Quantior: 8MB - Default Test Directoryonnx: yolov4 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUtensorflow-lite: Mobilenet Floattensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1gromacs: Water Benchmarklammps: Rhodopsin Proteinlammps: 20k Atomshpcg: npb: EP.Cnpb: EP.Dnpb: LU.Crodinia: OpenMP CFD Solverrodinia: OpenMP LavaMDrodinia: OpenMP Leukocyterodinia: OpenMP Streamclusterrodinia: OpenMP HotSpot3Dnamd: ATPase Simulation - 327,506 Atomsonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingamg: ffte: N=256, 3D Complex FFT Routineneat: lulesh: openfoam: Motorbike 30Mopenfoam: Motorbike 60Mqmcpack: simple-H2Ogpaw: Carbon Nanotubeqe: AUSURF112build-gdb: Time To Compileprimesieve: 1e12 Prime Number Generationstockfish: Total Timejohn-the-ripper: MD5john-the-ripper: Blowfishbuild-llvm: Time To Compilecompress-zstd: 3asmfish: 1024 Hash Memory, 26 Depthcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: x25xcpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditsbuild-linux-kernel: Time To Compileswet: Averagetungsten: Hairtungsten: Water Caustictungsten: Volumetric Caustictachyon: Total Timesvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080pdav1d: Summer Nature 4Kdav1d: Chimera 1080p 10-bitsvt-av1: Enc Mode 8 - 1080psvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 0 - 1080px265: Bosphorus 1080px265: Bosphorus 4Kttsiod-renderer: Phong Rendering With Soft-Shadow Mappingv-ray: CPUblender: Barbershop - CPU-Onlypovray: Trace Timerav1e: 10rav1e: 6rav1e: 5rav1e: 1build-godot: Time To Compileoidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismospray: Magnetic Reconnection - SciVisospray: Magnetic Reconnection - Path Tracerospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - SciVisospray: NASA Streamlines - Path Tracerospray: San Miguel - SciVisospray: San Miguel - Path Traceryafaray: Total Time For Sample Scenebuild2: Time To Compilefinancebench: Bonds OpenMPfinancebench: Repo OpenMPblogbench: Readinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000keydb: redis: SETredis: GETredis: LPUSHredis: SADDsqlite-speedtest: Timed Time - Size 1,000simdjson: PartialTweetssimdjson: LargeRandsimdjson: Kostyasimdjson: DistinctUserIDbyte: Dhrystone 2gnupg: 2.7GB Sample File EncryptionLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance11151339622.9911334.049.4310404.547.6310488.043.9531048975954517026.950322702844.182046389715.6941.17266.315244.793155.182712.252233.8252149.8349.8521846882.6504233.5115834.6525.1222.0941064284323.9318.71810592756505.19169745083.9531.09175439346659.218977165193.0765726894640303.449274.9445.23921.12924.99330.24153788.883854.60147443.869.25552.79453.86211.20997.9420.454510.9141982.405491.620880.8813480.5476741317.407426.0811870.31437771333174206.1300038727.06719576.12218.71129.6731.17760.7021217.4997.6414.54097945089455033370824210.3478205.21173109852975021524.219937.3136378413247725.9236858888636.6005421.32535.3010517.9375311.85381.08369.01308.29130.6168.2297.6630.09247.6618.63627.20854803158.6411.4852.9021.3701.0450.36860.85828.097.818.7232.2625011.115.9171.4316.3952.634.3084.73968.14157601.36328140124.3736981084405807463.11231991.2302893.561380890.221689203.101220973.711539146.2170.1600.620.370.570.6538181643.677.30211145629757.1711305.048.9510666.047.7610489.847.8521747785591514826.604323144417.171976365215.6540.97267.587245.595155.798714.914232.5422157.2348.2941701582.0424286.6283094.6325.4222.4940614433323.0018.65210672787475.25172041034.0520.72181421039523.513404462195.4736285810750289.764274.8695.26123.78725.07730.82623841.483863.45154376.768.88252.09252.68410.33896.6030.444720.8637822.332901.554470.8492480.5219681123.327453.5111944.21448718333178738.1249709424.63319771.22318.30128.2829.28159.8511171.0392.9164.53597042601461230872636208.7868270.51176329552969951541.769949.8836401713903725.7526874802626.6903621.33295.2623518.0565323.81371.48364.81317.45133.3768.2317.6480.09149.4519.74655.22553460156.8311.3053.0541.4081.0680.37259.17728.397.808.7632.6225011.195.9571.4316.3954.974.3287.14367.32256769.45312539406.7578121103118812193.61256112.1294214.371427348.101711621.521217218.751611164.3470.5400.630.360.570.6538319339.877.17911162559651.6111150.649.2910410.348.0210555.147.4457047404671462126.895322775283.801256357255.6741.07267.136245.453155.783714.181232.7602156.3348.3381733582.2614135.5191544.6625.2222.4341474450324.4818.63511332908517.33177541180.1539.63185419039981.913284461347.2737993818887297.132274.0975.25524.63925.11630.92603857.333867.30153770.578.51052.36051.29010.43296.8850.444690.8675452.304671.579630.8136280.5146041247.487441.9511492.91444174667180037.9535858625.03719334.86218.29128.8128.97159.7571249.0685.2774.48996082114476200071757208.0437770.31173708714202311537.529964.3552294819408725.4146861321096.6950521.46525.3118318.2004309.61363.18346.71363.33181.9568.4657.4880.09162.2920.75665.44855014158.0711.4273.1771.4461.0950.37558.74628.337.898.7632.80333.3311.195.9571.4316.3955.564.3387.33167.33456094.48828139948.3567711086347956189.41360163.0303171.331454741.421782755.971251006.001610484.5069.8830.630.370.570.6538656226.377.022OpenBenchmarking.org

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance200K400K600K800K1000KSE +/- 609.97, N = 12SE +/- 1015.01, N = 12SE +/- 517.61, N = 121114562111513311162551. (CC) gcc options: -O3 -march=native

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched2K4K6K8K10KSE +/- 96.44, N = 3SE +/- 71.91, N = 3SE +/- 19.43, N = 39622.999651.619757.171. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git2K4K6K8K10KSE +/- 110.98, N = 3SE +/- 25.21, N = 3SE +/- 46.17, N = 311150.611305.011334.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.11 PatchedCPUFreq PerformanceLinux 5.11 Git1122334455SE +/- 0.12, N = 3SE +/- 0.52, N = 5SE +/- 0.56, N = 448.9549.2949.431. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched2K4K6K8K10KSE +/- 38.32, N = 4SE +/- 61.51, N = 5SE +/- 60.61, N = 310404.510410.310666.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1122334455SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 347.6347.7648.021. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance2K4K6K8K10KSE +/- 172.84, N = 3SE +/- 31.24, N = 3SE +/- 96.09, N = 310488.010489.810555.11. (CC) gcc options: -O3

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 GitCPUFreq PerformanceLinux 5.11 Patched1122334455SE +/- 0.60, N = 3SE +/- 0.55, N = 3SE +/- 0.47, N = 343.947.447.81. (CC) gcc options: -fopenmp -O3 -lm

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: H2Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance11002200330044005500SE +/- 36.45, N = 20SE +/- 73.65, N = 20SE +/- 70.06, N = 20531052174570

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance10002000300040005000SE +/- 28.66, N = 18SE +/- 43.93, N = 6SE +/- 20.83, N = 6489747784740

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance13002600390052006500SE +/- 50.83, N = 20SE +/- 66.39, N = 20SE +/- 52.34, N = 20595455914671

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance11002200330044005500SE +/- 44.82, N = 4SE +/- 61.21, N = 4SE +/- 42.72, N = 5517051484621

Cython Benchmark

Cython provides a superset of Python that is geared to deliver C-like levels of performance. This test profile makes use of Cython's bundled benchmark tests and runs an N-Queens sample test as a simple benchmark to the system's Cython performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCython Benchmark 0.29.21Test: N-QueensLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched612182430SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 326.9526.9026.60

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched70M140M210M280M350MSE +/- 121683.80, N = 3SE +/- 201175.83, N = 3SE +/- 122621.60, N = 3322702844.18322775283.80323144417.171. (CC) gcc options: -O3 -march=native -lm

BRL-CAD

BRL-CAD 7.28.0 is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git140K280K420K560K700K6357256365216389711. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched1.28032.56063.84095.12126.4015SE +/- 0.00, N = 5SE +/- 0.01, N = 5SE +/- 0.00, N = 55.695.675.651. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched918273645SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 341.1741.0740.971. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched60120180240300SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.23, N = 3266.32267.14267.591. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched50100150200250SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3244.79245.45245.601. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched306090120150SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3155.18155.78155.801. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched150300450600750SE +/- 1.12, N = 3SE +/- 1.18, N = 3SE +/- 0.04, N = 3712.25714.18714.911. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

Gcrypt Library

Libgcrypt is a general purpose cryptographic library developed as part of the GnuPG project. This is a benchmark of libgcrypt's integrated benchmark and is measuring the time to run the benchmark command with a cipher/mac/hash repetition count set for 50 times as simple, high level look at the overall crypto performance of the system under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.9Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched50100150200250SE +/- 0.85, N = 3SE +/- 0.62, N = 3SE +/- 0.81, N = 3233.83232.76232.541. (CC) gcc options: -O2 -fvisibility=hidden -lgpg-error

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched5001000150020002500SE +/- 13.13, N = 3SE +/- 16.02, N = 3SE +/- 8.27, N = 32149.82156.32157.21. (CXX) g++ options: -O3 -march=native -rdynamic

RELION

RELION - REgularised LIkelihood OptimisatioN - is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy (cryo-EM). It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPULinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched80160240320400SE +/- 2.94, N = 9SE +/- 3.10, N = 9SE +/- 2.97, N = 9349.85348.34348.291. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096Linux 5.11 PatchedCPUFreq PerformanceLinux 5.11 Git4K8K12K16K20KSE +/- 213.45, N = 3SE +/- 199.64, N = 9SE +/- 24.98, N = 31701517335184681. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

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 AnalysisLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched20406080100SE +/- 0.08, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 382.6582.2682.041. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Himeno Benchmark

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

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched9001800270036004500SE +/- 27.09, N = 3SE +/- 35.16, N = 8SE +/- 25.26, N = 34135.524233.514286.631. (CC) gcc options: -O3 -mavx2

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance1.04852.0973.14554.1945.2425SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 34.634.654.66

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPULinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched612182430SE +/- 0.22, N = 15SE +/- 0.24, N = 15SE +/- 0.30, N = 1525.1225.2225.42

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPULinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched510152025SE +/- 0.20, N = 15SE +/- 0.20, N = 15SE +/- 0.16, N = 1522.0922.4322.49

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance9001800270036004500SE +/- 49.90, N = 9SE +/- 50.84, N = 3SE +/- 17.79, N = 34061410641471. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance10002000300040005000SE +/- 49.20, N = 4SE +/- 36.23, N = 3SE +/- 26.71, N = 34284443344501. (CXX) g++ options: -flto -pthread

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 BenchmarkLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance70140210280350SE +/- 0.23, N = 3SE +/- 1.74, N = 3SE +/- 0.25, N = 3323.00323.93324.48

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 318.7218.6518.64

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance2004006008001000105910671133

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance6001200180024003000275627872908

IOR

IOR is a parallel I/O storage benchmark making use of MPI with a particular focus on HPC (High Performance Computing) systems. IOR is developed at the Lawrence Livermore National Laboratory (LLNL). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.3.0Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance110220330440550SE +/- 2.06, N = 3SE +/- 1.77, N = 3SE +/- 5.48, N = 3475.25505.19517.33MIN: 400.96 / MAX: 971.55MIN: 457.62 / MAX: 951.11MIN: 463.44 / MAX: 1007.521. (CC) gcc options: -O2 -lm -pthread -lmpi

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance400800120016002000169717201775

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 QuantLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched10K20K30K40K50KSE +/- 759.19, N = 15SE +/- 211.03, N = 3SE +/- 400.94, N = 645083.941180.141034.0

IOR

IOR is a parallel I/O storage benchmark making use of MPI with a particular focus on HPC (High Performance Computing) systems. IOR is developed at the Lawrence Livermore National Laboratory (LLNL). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.3.0Block Size: 8MB - Disk Target: Default Test DirectoryLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance120240360480600SE +/- 2.63, N = 3SE +/- 2.21, N = 3SE +/- 5.78, N = 3520.72531.09539.63MIN: 176.53 / MAX: 1089.46MIN: 489.6 / MAX: 1034.89MIN: 280.44 / MAX: 1002.781. (CC) gcc options: -O2 -lm -pthread -lmpi

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPULinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance4080120160200SE +/- 1.60, N = 12SE +/- 1.86, N = 3SE +/- 2.62, N = 31751811851. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git9001800270036004500SE +/- 68.07, N = 12SE +/- 44.10, N = 3SE +/- 78.33, N = 94190421043931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 GitCPUFreq PerformanceLinux 5.11 Patched10K20K30K40K50KSE +/- 1144.94, N = 15SE +/- 473.02, N = 3SE +/- 395.37, N = 346659.239981.939523.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance40K80K120K160K200KSE +/- 7366.43, N = 15SE +/- 2393.85, N = 15SE +/- 2146.20, N = 15189771134044132844

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance14K28K42K56K70KSE +/- 690.93, N = 3SE +/- 412.91, N = 15SE +/- 715.70, N = 465193.062195.461347.2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched160K320K480K640K800KSE +/- 4257.59, N = 3SE +/- 2132.19, N = 3SE +/- 5824.36, N = 9765726737993736285

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched200K400K600K800K1000KSE +/- 2435.29, N = 3SE +/- 4685.69, N = 3SE +/- 1163.43, N = 3894640818887810750

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched70140210280350SE +/- 3.80, N = 3SE +/- 0.07, N = 3SE +/- 2.83, N = 3303.45297.13289.76MIN: 284.51 / MAX: 461.21MIN: 295.49 / MAX: 320.4MIN: 283.65 / MAX: 458.791. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance60120180240300SE +/- 0.39, N = 3SE +/- 0.68, N = 3SE +/- 0.08, N = 3274.94274.87274.10MIN: 273.57 / MAX: 276.21MIN: 273.07 / MAX: 276.74MIN: 273.16 / MAX: 274.861. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched1.18372.36743.55114.73485.9185SE +/- 0.039, N = 3SE +/- 0.021, N = 3SE +/- 0.022, N = 35.2395.2555.2611. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

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 29Oct2020Model: Rhodopsin ProteinLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance612182430SE +/- 0.23, N = 15SE +/- 0.17, N = 12SE +/- 0.19, N = 1521.1323.7924.641. (CXX) g++ options: -O3 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance612182430SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 324.9925.0825.121. (CXX) g++ options: -O3 -pthread -lm

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance714212835SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 330.2430.8330.931. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance8001600240032004000SE +/- 10.26, N = 10SE +/- 5.01, N = 10SE +/- 4.01, N = 103788.883841.483857.331. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance8001600240032004000SE +/- 8.23, N = 3SE +/- 2.97, N = 3SE +/- 2.74, N = 33854.603863.453867.301. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched30K60K90K120K150KSE +/- 1780.52, N = 15SE +/- 121.33, N = 4SE +/- 509.59, N = 4147443.86153770.57154376.761. (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

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 GitLinux 5.11 PatchedCPUFreq Performance3691215SE +/- 0.148, N = 15SE +/- 0.141, N = 15SE +/- 0.053, N = 59.2558.8828.5101. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched1224364860SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 352.7952.3652.091. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1224364860SE +/- 0.35, N = 3SE +/- 0.69, N = 3SE +/- 0.19, N = 353.8652.6851.291. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched3691215SE +/- 0.22, N = 15SE +/- 0.04, N = 5SE +/- 0.03, N = 511.2110.4310.341. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched20406080100SE +/- 0.20, N = 3SE +/- 0.55, N = 3SE +/- 0.59, N = 397.9496.8996.601. (CXX) g++ options: -O2 -lOpenCL

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 2.14ATPase Simulation - 327,506 AtomsLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.10230.20460.30690.40920.5115SE +/- 0.00311, N = 3SE +/- 0.00005, N = 3SE +/- 0.00075, N = 30.454510.444720.44469

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 GitCPUFreq PerformanceLinux 5.11 Patched0.20570.41140.61710.82281.0285SE +/- 0.006064, N = 7SE +/- 0.001697, N = 7SE +/- 0.001510, N = 70.9141980.8675450.863782MIN: 0.78MIN: 0.78MIN: 0.791. (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 GitLinux 5.11 PatchedCPUFreq Performance0.54121.08241.62362.16482.706SE +/- 0.03372, N = 3SE +/- 0.01587, N = 3SE +/- 0.02560, N = 152.405492.332902.30467MIN: 1.92MIN: 2MIN: 1.881. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched0.36470.72941.09411.45881.8235SE +/- 0.01518, N = 4SE +/- 0.01359, N = 4SE +/- 0.01340, N = 41.620881.579631.55447MIN: 1.31MIN: 1.31MIN: 1.291. (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 GitLinux 5.11 PatchedCPUFreq Performance0.19830.39660.59490.79320.9915SE +/- 0.005127, N = 5SE +/- 0.004000, N = 5SE +/- 0.005456, N = 50.8813480.8492480.813628MIN: 0.71MIN: 0.73MIN: 0.691. (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 GitLinux 5.11 PatchedCPUFreq Performance0.12320.24640.36960.49280.616SE +/- 0.005010, N = 4SE +/- 0.004601, N = 4SE +/- 0.005906, N = 40.5476740.5219680.514604MIN: 0.43MIN: 0.43MIN: 0.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched30060090012001500SE +/- 26.23, N = 15SE +/- 35.45, N = 15SE +/- 3.00, N = 31317.401247.481123.32MIN: 1147.91MIN: 1069.01MIN: 1077.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

ASKAP

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched16003200480064008000SE +/- 2.49, N = 3SE +/- 7.65, N = 3SE +/- 2.90, N = 37426.087441.957453.511. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - DegriddingCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3K6K9K12K15KSE +/- 137.09, N = 3SE +/- 7.33, N = 3SE +/- 6.47, N = 311492.911870.311944.21. (CXX) g++ options: -lpthread

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched300M600M900M1200M1500MSE +/- 2689640.27, N = 3SE +/- 4018322.42, N = 3SE +/- 750486.58, N = 31437771333144417466714487183331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance40K80K120K160K200KSE +/- 1640.30, N = 15SE +/- 1760.31, N = 15SE +/- 1616.93, N = 15174206.13178738.12180037.951. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Nebular Empirical Analysis Tool

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29Linux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched612182430SE +/- 0.26, N = 15SE +/- 0.62, N = 14SE +/- 0.56, N = 1227.0725.0424.631. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched4K8K12K16K20KSE +/- 182.76, N = 5SE +/- 67.78, N = 5SE +/- 171.84, N = 519334.8619576.1219771.221. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

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 GitLinux 5.11 PatchedCPUFreq Performance510152025SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 318.7118.3018.291. (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 GitCPUFreq PerformanceLinux 5.11 Patched306090120150SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3129.67128.81128.281. (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

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 GitLinux 5.11 PatchedCPUFreq Performance714212835SE +/- 0.53, N = 15SE +/- 0.08, N = 3SE +/- 0.06, N = 331.1829.2828.971. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -pthread -lm

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1428425670SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.31, N = 360.7059.8559.761. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

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: AUSURF112CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched30060090012001500SE +/- 19.05, N = 9SE +/- 11.28, N = 3SE +/- 12.21, N = 41249.061217.491171.031. (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

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 GitLinux 5.11 PatchedCPUFreq Performance20406080100SE +/- 0.40, N = 3SE +/- 0.43, N = 3SE +/- 0.14, N = 397.6492.9285.28

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.41e12 Prime Number GenerationLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1.02152.0433.06454.0865.1075SE +/- 0.012, N = 8SE +/- 0.015, N = 8SE +/- 0.008, N = 84.5404.5354.4891. (CXX) g++ options: -O3 -lpthread

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git20M40M60M80M100MSE +/- 1344259.09, N = 3SE +/- 769788.53, N = 3SE +/- 1123146.37, N = 39608211497042601979450891. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

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: MD5Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1000K2000K3000K4000K5000KSE +/- 49184.46, N = 3SE +/- 54344.04, N = 13SE +/- 7371.11, N = 34550333461230847620001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched16K32K48K64K80KSE +/- 327.40, N = 3SE +/- 507.10, N = 3SE +/- 73.45, N = 37082471757726361. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 CompileLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance50100150200250SE +/- 1.36, N = 3SE +/- 0.79, N = 3SE +/- 2.78, N = 3210.35208.79208.04

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 648.67, N = 12SE +/- 30.36, N = 3SE +/- 69.07, N = 37770.38205.28270.51. (CC) gcc options: -O3 -pthread -lz -llzma

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 DepthLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched30M60M90M120M150MSE +/- 865236.83, N = 3SE +/- 1411556.16, N = 4SE +/- 358515.89, N = 3117310985117370871117632955

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, PyriteLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance90K180K270K360K450KSE +/- 5314.19, N = 12SE +/- 2892.28, N = 6SE +/- 19086.02, N = 122969952975024202311. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25xLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched30060090012001500SE +/- 21.93, N = 14SE +/- 11.04, N = 12SE +/- 17.73, N = 151524.211537.521541.761. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance2K4K6K8K10KSE +/- 88.01, N = 14SE +/- 99.38, N = 15SE +/- 155.17, N = 149937.319949.889964.351. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance110K220K330K440K550KSE +/- 3597.13, N = 15SE +/- 5604.68, N = 12SE +/- 9614.65, N = 123637843640175229481. (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 GitLinux 5.11 PatchedCPUFreq Performance40K80K120K160K200KSE +/- 1036.73, N = 3SE +/- 1380.06, N = 3SE +/- 861.90, N = 31324771390371940871. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 CompileLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance612182430SE +/- 0.17, N = 12SE +/- 0.20, N = 9SE +/- 0.19, N = 1025.9225.7525.41

Swet

Swet is a synthetic CPU/RAM benchmark, includes multi-processor test cases. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched150M300M450M600M750MSE +/- 5135867.19, N = 3SE +/- 3454923.88, N = 3SE +/- 1732499.41, N = 36858888636861321096874802621. (CC) gcc options: -lm -lpthread -lcurses -lrt

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: HairCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git246810SE +/- 0.06150, N = 6SE +/- 0.01480, N = 6SE +/- 0.05969, N = 66.695056.690366.600541. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git510152025SE +/- 0.26, N = 3SE +/- 0.21, N = 15SE +/- 0.25, N = 321.4721.3321.331. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.19522.39043.58564.78085.976SE +/- 0.03612, N = 13SE +/- 0.01185, N = 7SE +/- 0.03676, N = 75.311835.301055.262351. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -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 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git48121620SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 318.2018.0617.941. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched70140210280350SE +/- 15.29, N = 15SE +/- 16.16, N = 15SE +/- 4.21, N = 15309.61311.85323.811. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git80160240320400SE +/- 1.84, N = 9SE +/- 1.70, N = 9SE +/- 2.00, N = 10363.18371.48381.081. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git80160240320400SE +/- 2.58, N = 15SE +/- 0.91, N = 10SE +/- 1.11, N = 10346.71364.81369.011. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 GitLinux 5.11 PatchedCPUFreq Performance80160240320400SE +/- 1.86, N = 3SE +/- 0.53, N = 3SE +/- 3.54, N = 15308.29317.45363.33MIN: 163.13 / MAX: 334.13MIN: 173.69 / MAX: 340.43MIN: 186.32 / MAX: 403.051. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance4080120160200SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3130.61133.37181.95MIN: 90.23 / MAX: 199.74MIN: 92.59 / MAX: 205.11MIN: 125.32 / MAX: 275.361. (CC) gcc options: -pthread

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 8 - Input: 1080pLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1530456075SE +/- 1.18, N = 15SE +/- 1.05, N = 15SE +/- 0.65, N = 1568.2368.2368.471. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git246810SE +/- 0.031, N = 4SE +/- 0.029, N = 4SE +/- 0.049, N = 47.4887.6487.6631. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pLinux 5.11 PatchedCPUFreq PerformanceLinux 5.11 Git0.02070.04140.06210.08280.1035SE +/- 0.001, N = 12SE +/- 0.000, N = 3SE +/- 0.001, N = 30.0910.0910.0921. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 GitLinux 5.11 PatchedCPUFreq Performance1428425670SE +/- 0.42, N = 7SE +/- 0.52, N = 4SE +/- 0.73, N = 1547.6649.4562.291. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance510152025SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 318.6319.7420.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 GitLinux 5.11 PatchedCPUFreq Performance140280420560700SE +/- 9.04, N = 15SE +/- 3.22, N = 3SE +/- 5.92, N = 15627.21655.23665.451. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPULinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance12K24K36K48K60KSE +/- 1018.74, N = 13SE +/- 504.01, N = 3SE +/- 503.58, N = 3534605480355014

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 2.90Blend File: Barbershop - Compute: CPU-OnlyLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched4080120160200SE +/- 0.14, N = 3SE +/- 0.95, N = 3SE +/- 0.13, N = 3158.64158.07156.83

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched3691215SE +/- 0.05, N = 4SE +/- 0.01, N = 4SE +/- 0.05, N = 411.4911.4311.311. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

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: 10Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.71481.42962.14442.85923.574SE +/- 0.016, N = 3SE +/- 0.008, N = 3SE +/- 0.018, N = 32.9023.0543.177

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.32540.65080.97621.30161.627SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 31.3701.4081.446

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 5Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.24640.49280.73920.98561.232SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 31.0451.0681.095

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 1Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.08440.16880.25320.33760.422SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.3680.3720.375

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1428425670SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 360.8659.1858.75

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched714212835SE +/- 0.09, N = 6SE +/- 0.17, N = 6SE +/- 0.04, N = 628.0928.3328.39

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance246810SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 37.807.817.89MIN: 7.61 / MAX: 8.59MIN: 7.68 / MAX: 8.29MIN: 7.67 / MAX: 8.57

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance246810SE +/- 0.09, N = 5SE +/- 0.09, N = 3SE +/- 0.04, N = 38.728.768.76MIN: 8.07 / MAX: 9.01MIN: 8.31 / MAX: 8.97MIN: 8.22 / MAX: 8.86

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: Magnetic Reconnection - Renderer: SciVisLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance816243240SE +/- 0.00, N = 6SE +/- 0.23, N = 6SE +/- 0.24, N = 632.2632.6232.80MIN: 12.66 / MAX: 33.33MIN: 12.82 / MAX: 33.33MIN: 13.16 / MAX: 34.48

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance70140210280350SE +/- 0.00, N = 11250.00250.00333.33MIN: 90.91 / MAX: 500MIN: 90.91 / MAX: 333.33MIN: 100 / MAX: 500

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance3691215SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 311.1111.1911.19MIN: 9.62 / MAX: 11.24MIN: 8.2 / MAX: 11.36MIN: 7.87 / MAX: 11.36

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1.33882.67764.01645.35526.694SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.915.955.95MIN: 5.18 / MAX: 5.99MIN: 5.35 / MAX: 6.02MIN: 5.46 / MAX: 6.02

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1632486480SE +/- 0.00, N = 7SE +/- 0.00, N = 7SE +/- 0.00, N = 771.4371.4371.43MIN: 21.28 / MAX: 76.92MIN: 19.61 / MAX: 76.92MIN: 19.61 / MAX: 76.92

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance48121620SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 416.3916.3916.39MIN: 10.31 / MAX: 16.67MIN: 10.99 / MAX: 16.95MIN: 10.31 / MAX: 16.95

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1224364860SE +/- 0.00, N = 3SE +/- 0.58, N = 5SE +/- 0.00, N = 352.6354.9755.56MIN: 27.03 / MAX: 58.82MIN: 31.25 / MAX: 58.82MIN: 33.33 / MAX: 58.82

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.97431.94862.92293.89724.8715SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 34.304.324.33MIN: 3.38 / MAX: 4.35MIN: 3.76 / MAX: 4.37MIN: 3.65 / MAX: 4.37

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git20406080100SE +/- 0.69, N = 15SE +/- 0.85, N = 15SE +/- 0.38, N = 387.3387.1484.741. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

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 0.13Time To CompileLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched1530456075SE +/- 0.67, N = 3SE +/- 0.32, N = 3SE +/- 0.52, N = 368.1467.3367.32

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance12K24K36K48K60KSE +/- 721.39, N = 3SE +/- 598.50, N = 3SE +/- 365.12, N = 357601.3656769.4556094.491. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched9K18K27K36K45KSE +/- 319.03, N = 3SE +/- 456.10, N = 3SE +/- 393.10, N = 340124.3739948.3639406.761. (CXX) g++ options: -O3 -march=native -fopenmp

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched200K400K600K800K1000KSE +/- 10984.18, N = 9SE +/- 13508.02, N = 3SE +/- 1738.41, N = 31084405108634711031181. (CC) gcc options: -O2 -pthread

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance200K400K600K800K1000KSE +/- 2183.04, N = 3SE +/- 1525.09, N = 3SE +/- 2401.68, N = 3807463.1812193.6956189.4

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance300K600K900K1200K1500KSE +/- 6204.63, N = 3SE +/- 2545.78, N = 3SE +/- 9433.94, N = 31231991.21256112.11360163.0

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.11 PatchedLinux 5.11 GitCPUFreq Performance60K120K180K240K300KSE +/- 3012.50, N = 15SE +/- 4239.68, N = 15SE +/- 5131.54, N = 15294214.37302893.56303171.331. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance300K600K900K1200K1500KSE +/- 10410.66, N = 15SE +/- 13176.39, N = 15SE +/- 10017.79, N = 131380890.221427348.101454741.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance400K800K1200K1600K2000KSE +/- 6519.22, N = 4SE +/- 12716.89, N = 11SE +/- 32510.57, N = 121689203.101711621.521782755.971. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance300K600K900K1200K1500KSE +/- 13782.67, N = 3SE +/- 11246.95, N = 3SE +/- 11397.44, N = 31217218.751220973.711251006.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDLinux 5.11 GitCPUFreq PerformanceLinux 5.11 Patched300K600K900K1200K1500KSE +/- 16361.41, N = 3SE +/- 17675.25, N = 15SE +/- 15585.71, N = 41539146.211610484.501611164.341. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.11 PatchedLinux 5.11 GitCPUFreq Performance1632486480SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 370.5470.1669.881. (CC) gcc options: -O2 -ldl -lz -lpthread

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.14180.28360.42540.56720.709SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.620.630.631. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomLinux 5.11 PatchedLinux 5.11 GitCPUFreq Performance0.08330.16660.24990.33320.4165SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.360.370.371. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.12830.25660.38490.51320.6415SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.570.570.571. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance0.14630.29260.43890.58520.7315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.650.650.651. (CXX) g++ options: -O3 -pthread

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.11 GitLinux 5.11 PatchedCPUFreq Performance8M16M24M32M40MSE +/- 411547.50, N = 3SE +/- 341040.65, N = 3SE +/- 498492.56, N = 338181643.638319339.838656226.3

GnuPG

This test times how long it takes to encrypt a sample file using GnuPG. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File EncryptionLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance20406080100SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.45, N = 377.3077.1877.021. (CC) gcc options: -O2

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git100200300400500Min: 59.74 / Avg: 285.23 / Max: 514.05Min: 59.88 / Avg: 280.92 / Max: 530.69Min: 60.44 / Avg: 279.2 / Max: 548.33

148 Results Shown

TSCP
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
CLOMP
DaCapo Benchmark:
  H2
  Jython
  Tradebeans
  Tradesoap
Cython Benchmark
Hierarchical INTegration
BRL-CAD
ASTC Encoder:
  Thorough
  Exhaustive
Etcpak:
  ETC1
  ETC1 + Dithering
  ETC2
Google SynthMark
Gcrypt Library
QuantLib
RELION
FFTW
Timed MrBayes Analysis
Himeno Benchmark
PlaidML:
  No - Inference - ResNet 50 - CPU
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
LeelaChessZero:
  BLAS
  Eigen
Numpy Benchmark
Dolfyn
AI Benchmark Alpha:
  Device Training Score
  Device AI Score
IOR
AI Benchmark Alpha
TensorFlow Lite
IOR
ONNX Runtime:
  yolov4 - OpenMP CPU
  super-resolution-10 - OpenMP CPU
TensorFlow Lite:
  Mobilenet Float
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
GROMACS
LAMMPS Molecular Dynamics Simulator:
  Rhodopsin Protein
  20k Atoms
High Performance Conjugate Gradient
NAS Parallel Benchmarks:
  EP.C
  EP.D
  LU.C
Rodinia:
  OpenMP CFD Solver
  OpenMP LavaMD
  OpenMP Leukocyte
  OpenMP Streamcluster
  OpenMP HotSpot3D
NAMD
oneDNN:
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
ASKAP:
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
Algebraic Multi-Grid Benchmark
FFTE
Nebular Empirical Analysis Tool
LULESH
OpenFOAM:
  Motorbike 30M
  Motorbike 60M
QMCPACK
GPAW
Quantum ESPRESSO
Timed GDB GNU Debugger Compilation
Primesieve
Stockfish
John The Ripper:
  MD5
  Blowfish
Timed LLVM Compilation
Zstd Compression
asmFish
Cpuminer-Opt:
  Quad SHA-256, Pyrite
  x25x
  Garlicoin
  Skeincoin
  LBC, LBRY Credits
Timed Linux Kernel Compilation
Swet
Tungsten Renderer:
  Hair
  Water Caustic
  Volumetric Caustic
Tachyon
SVT-VP9:
  Visual Quality Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  VMAF Optimized - Bosphorus 1080p
dav1d:
  Summer Nature 4K
  Chimera 1080p 10-bit
SVT-AV1:
  Enc Mode 8 - 1080p
  Enc Mode 4 - 1080p
  Enc Mode 0 - 1080p
x265:
  Bosphorus 1080p
  Bosphorus 4K
TTSIOD 3D Renderer
Chaos Group V-RAY
Blender
POV-Ray
rav1e:
  10
  6
  5
  1
Timed Godot Game Engine Compilation
Intel Open Image Denoise
LuxCoreRender:
  DLSC
  Rainbow Colors and Prism
OSPray:
  Magnetic Reconnection - SciVis
  Magnetic Reconnection - Path Tracer
  XFrog Forest - SciVis
  XFrog Forest - Path Tracer
  NASA Streamlines - SciVis
  NASA Streamlines - Path Tracer
  San Miguel - SciVis
  San Miguel - Path Tracer
YafaRay
Build2
FinanceBench:
  Bonds OpenMP
  Repo OpenMP
BlogBench
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
KeyDB
Redis:
  SET
  GET
  LPUSH
  SADD
SQLite Speedtest
simdjson:
  PartialTweets
  LargeRand
  Kostya
  DistinctUserID
BYTE Unix Benchmark
GnuPG
CPU Power Consumption Monitor