Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-X

Benchmarks for a future article by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212101-NE-LINUXLTSP94
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Linux 5.4.224
December 07 2022
  7 Hours, 34 Minutes
Linux 5.10.130
December 06 2022
  6 Hours, 46 Minutes
Linux 5.15.81
December 08 2022
  7 Hours, 11 Minutes
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December 08 2022
  7 Hours, 2 Minutes
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Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-XOpenBenchmarking.orgPhoronix Test Suite2 x AMD EPYC 7773X 64-Core (128 Cores / 256 Threads)AMD DAYTONA_X (RYM1009B BIOS)AMD Starship/Matisse512GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Mellanox MT27710Ubuntu 20.045.4.224-0504224-generic (x86_64)5.10.130-0510130-generic (x86_64)5.15.81-051581-generic (x86_64)6.1.0-rc8-phx (x86_64)X Server1.1.182GCC 9.4.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelsDisplay ServerVulkanCompilerFile-SystemScreen ResolutionLinux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-XSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-Av3uEd/gcc-9-9.4.0/debian/tmp-nvptx/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 - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229- OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu220.04)- Python 3.8.10- Linux 5.4.224: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 5.10.130: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Linux 5.15.81: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.1 Git: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 GitResult OverviewPhoronix Test Suite100%148%196%244%292%Stress-NGNatronLiquid-DSPFacebook RocksDBApache CassandraPostgreSQLWebP2 Image Encodectx_clockASTC EncoderOpenVINOOpenRadiossXmrig7-Zip CompressionOSPRay StudioCryptsetupOpenFOAMClickHousePrimesieveApache SparkLuxCoreRenderBuild2StockfishGROMACSNAMDTimed Linux Kernel CompilationnekRSminiBUDETimed LLVM CompilationTimed Node.js CompilationACES DGEMMlibavif avifencHigh Performance Conjugate Gradientrav1eGPAWStargate Digital Audio WorkstationBlender

Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-Xhpcg: minibude: OpenMP - BM1namd: ATPase Simulation - 327,506 Atomsnekrs: TurboPipe Periodicopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: INIVOL and Fluid Structure Interaction Drop Containerxmrig: Wownero - 1Mwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7luxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUrav1e: 1rav1e: 5mt-dgemm: Sustained Floating-Point Ratecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingstockfish: Total Timestargate: 44100 - 512stargate: 192000 - 512avifenc: 2build-linux-kernel: defconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilebuild2: Time To Compileprimesieve: 1e12ospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerliquid-dsp: 128 - 256 - 57clickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, Third Runspark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptionastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivegromacs: MPI CPU - water_GMX50_barepgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencystress-ng: MMAPstress-ng: Futexstress-ng: Semaphoresstress-ng: Socket Activitystress-ng: System V Message Passinggpaw: Carbon Nanotubeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyctx-clock: Context Switch Timeopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUcassandra: Writesrocksdb: Rand Fillrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read Rand Write Randnatron: SpaceshipLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git37.64674038.8010.22521461317666667181.89952138.7646908.00.540.2921.167.630.7543.11548.9037335484486349712986255254.6975462.10616243.08020.779103.669194.504118.38256.2852.414110213003646600000383.67402.97410.0616.175.8115.943791.53820.43090.03090.4346.455358.65096.708210.36423770700.10526058300.192280359.042637.702069231.3211841460.4927376.278968402.3449.45014.8036.48140.9911015.282064.3015.362054.1553647.2962684.601869322304722340462342581678902699373137.80564151.9130.22546467754333333182.32763135.3550008.50.540.3021.747.380.7583.07648.6984205470116746022986952194.6666702.11143842.57121.463104.935198.137117.52455.3332.422118813853366800000375.62406.50415.3015.886.4515.863730.63735.83041.03047.3437.249966.33217.250610.43127321160.09127310560.183367986.7943901.921786896.0714502259.1351501.696095781.8449.18814.7736.36140.6513215.322060.5615.212075.6068582.51108375.3521493226957428392126876224748825928842.038.20254122.1110.21768475515000000175.59229125.2350417.30.610.3221.837.700.7583.12549.7565135576387133003110619004.6787232.09686542.61320.891103.518192.400116.46353.7962.330109812995608133333387.65408.29411.9215.765.8115.683957.53962.53307.93346.8456.771066.62697.268610.57427396060.09127353610.183361316.9204595.241709394.9217488215.9060003.697951935.4349.23714.6536.41139.7313215.372052.0615.182080.5468558.40103253.3423656729616428691429269925159729871782.238.11254117.9490.22001469756000000170.49481125.1150746.10.650.3522.677.820.7663.12849.2073995593987238963082847674.7450942.11254542.44921.294103.552191.385115.68054.3412.272109912995623166667411.97433.34434.2915.475.7915.343891.23906.43294.53308.0455.272866.44767.227010.75427642370.09028249770.177402606.2235045.042292814.6216834926.05132567.3231524180.6448.92114.5636.25139.9313215.572029.1015.482039.8168658.78106331.6222841331278433245831003326525834996242.3OpenBenchmarking.org

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git918273645SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 337.6537.8138.2038.111. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git816243240Min: 37.46 / Avg: 37.65 / Max: 37.92Min: 37.73 / Avg: 37.81 / Max: 37.92Min: 38.17 / Avg: 38.2 / Max: 38.22Min: 37.89 / Avg: 38.11 / Max: 38.241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git9001800270036004500SE +/- 36.63, N = 7SE +/- 12.22, N = 3SE +/- 7.35, N = 3SE +/- 8.87, N = 34038.804151.914122.114117.951. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7001400210028003500Min: 3868.81 / Avg: 4038.8 / Max: 4146.58Min: 4127.58 / Avg: 4151.91 / Max: 4166.1Min: 4107.52 / Avg: 4122.11 / Max: 4130.89Min: 4108.69 / Avg: 4117.95 / Max: 4135.691. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.05070.10140.15210.20280.2535SE +/- 0.00063, N = 3SE +/- 0.00026, N = 3SE +/- 0.00021, N = 3SE +/- 0.00232, N = 30.225210.225460.217680.22001
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git12345Min: 0.22 / Avg: 0.23 / Max: 0.23Min: 0.22 / Avg: 0.23 / Max: 0.23Min: 0.22 / Avg: 0.22 / Max: 0.22Min: 0.22 / Avg: 0.22 / Max: 0.22

nekRS

nekRS is an open-source Navier Stokes solver based on the spectral element method. NekRS supports both CPU and GPU/accelerator support though this test profile is currently configured for CPU execution. NekRS is part of Nek5000 of the Mathematics and Computer Science MCS at Argonne National Laboratory. This nekRS benchmark is primarily relevant to large core count HPC servers and otherwise may be very time consuming. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git100000M200000M300000M400000M500000MSE +/- 4046095085.94, N = 3SE +/- 1138442844.90, N = 3SE +/- 1473941767.28, N = 3SE +/- 1560016132.40, N = 34613176666674677543333334755150000004697560000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git80000M160000M240000M320000M400000MMin: 453268000000 / Avg: 461317666666.67 / Max: 466060000000Min: 466263000000 / Avg: 467754333333.33 / Max: 469990000000Min: 473699000000 / Avg: 475515000000 / Max: 478434000000Min: 467061000000 / Avg: 469756000000 / Max: 4724650000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -pthread -lmpi_cxx -lmpi

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git4080120160200181.90182.33175.59170.491. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150SE +/- 1.83, N = 3SE +/- 0.46, N = 3SE +/- 1.29, N = 3SE +/- 1.42, N = 4138.76135.35125.23125.11
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150Min: 135.4 / Avg: 138.76 / Max: 141.69Min: 134.56 / Avg: 135.35 / Max: 136.14Min: 123.35 / Avg: 125.23 / Max: 127.69Min: 121.72 / Avg: 125.11 / Max: 128.21

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git11K22K33K44K55KSE +/- 717.19, N = 15SE +/- 69.41, N = 3SE +/- 112.01, N = 3SE +/- 261.20, N = 346908.050008.550417.350746.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git9K18K27K36K45KMin: 40703.4 / Avg: 46908.03 / Max: 50456.6Min: 49920.1 / Avg: 50008.5 / Max: 50145.4Min: 50213.4 / Avg: 50417.27 / Max: 50599.6Min: 50246.2 / Avg: 50746.1 / Max: 51127.41. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.14630.29260.43890.58520.7315SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.00, N = 30.540.540.610.651. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 0.53 / Avg: 0.54 / Max: 0.54Min: 0.54 / Avg: 0.54 / Max: 0.55Min: 0.55 / Avg: 0.61 / Max: 0.66Min: 0.65 / Avg: 0.65 / Max: 0.651. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.07880.15760.23640.31520.394SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 30.290.300.320.351. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git12345Min: 0.29 / Avg: 0.29 / Max: 0.29Min: 0.3 / Avg: 0.3 / Max: 0.31Min: 0.3 / Avg: 0.32 / Max: 0.35Min: 0.35 / Avg: 0.35 / Max: 0.351. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git510152025SE +/- 0.24, N = 15SE +/- 0.28, N = 3SE +/- 0.25, N = 15SE +/- 0.25, N = 1521.1621.7421.8322.67MIN: 18.39 / MAX: 28.59MIN: 18.67 / MAX: 28.92MIN: 18.58 / MAX: 28.98MIN: 18.73 / MAX: 29.12
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git510152025Min: 20.05 / Avg: 21.16 / Max: 23.15Min: 21.3 / Avg: 21.74 / Max: 22.27Min: 20.89 / Avg: 21.83 / Max: 23.67Min: 20.99 / Avg: 22.67 / Max: 23.9

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810SE +/- 0.14, N = 15SE +/- 0.09, N = 3SE +/- 0.18, N = 15SE +/- 0.19, N = 157.637.387.707.82MIN: 2.32 / MAX: 11.08MIN: 2.48 / MAX: 9.07MIN: 2.49 / MAX: 10.92MIN: 2.54 / MAX: 10.98
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215Min: 6.97 / Avg: 7.63 / Max: 9.15Min: 7.21 / Avg: 7.38 / Max: 7.49Min: 6.99 / Avg: 7.7 / Max: 9.17Min: 6.99 / Avg: 7.82 / Max: 9.35

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.17240.34480.51720.68960.862SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 30.7540.7580.7580.766
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 1Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 0.75 / Avg: 0.75 / Max: 0.76Min: 0.76 / Avg: 0.76 / Max: 0.76Min: 0.76 / Avg: 0.76 / Max: 0.76Min: 0.76 / Avg: 0.77 / Max: 0.77

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 5Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.70381.40762.11142.81523.519SE +/- 0.014, N = 3SE +/- 0.040, N = 3SE +/- 0.029, N = 3SE +/- 0.008, N = 33.1153.0763.1253.128
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 5Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 3.09 / Avg: 3.12 / Max: 3.13Min: 3.02 / Avg: 3.08 / Max: 3.15Min: 3.08 / Avg: 3.12 / Max: 3.18Min: 3.12 / Avg: 3.13 / Max: 3.14

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1122334455SE +/- 0.36, N = 15SE +/- 0.43, N = 15SE +/- 0.46, N = 15SE +/- 0.59, N = 348.9048.7049.7649.211. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1020304050Min: 46.74 / Avg: 48.9 / Max: 51.43Min: 46.57 / Avg: 48.7 / Max: 52.79Min: 46.82 / Avg: 49.76 / Max: 52.72Min: 48.42 / Avg: 49.21 / Max: 50.361. (CC) gcc options: -O3 -march=native -fopenmp

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git120K240K360K480K600KSE +/- 6854.91, N = 15SE +/- 5879.36, N = 15SE +/- 3961.16, N = 15SE +/- 5253.28, N = 35484485470115576385593981. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git100K200K300K400K500KMin: 511590 / Avg: 548447.53 / Max: 604659Min: 518156 / Avg: 547011.07 / Max: 590058Min: 534481 / Avg: 557638.13 / Max: 592267Min: 549411 / Avg: 559398.33 / Max: 5672171. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git160K320K480K640K800KSE +/- 5914.50, N = 15SE +/- 2737.51, N = 15SE +/- 4811.80, N = 15SE +/- 5895.82, N = 36349716746027133007238961. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git130K260K390K520K650KMin: 592711 / Avg: 634971.2 / Max: 666608Min: 657125 / Avg: 674602.13 / Max: 690627Min: 670518 / Avg: 713300.07 / Max: 739825Min: 715526 / Avg: 723896 / Max: 7352741. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git70M140M210M280M350MSE +/- 2214885.92, N = 3SE +/- 2684285.16, N = 15SE +/- 3207109.93, N = 15SE +/- 3982970.74, N = 152986255252986952193110619003082847671. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git50M100M150M200M250MMin: 294866366 / Avg: 298625525.33 / Max: 302534563Min: 279595559 / Avg: 298695218.73 / Max: 317092445Min: 289539550 / Avg: 311061900.13 / Max: 337516579Min: 275448004 / Avg: 308284766.87 / Max: 3289417251. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1.06762.13523.20284.27045.338SE +/- 0.005725, N = 3SE +/- 0.018183, N = 3SE +/- 0.010019, N = 3SE +/- 0.026474, N = 34.6975464.6666704.6787234.7450941. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 4.69 / Avg: 4.7 / Max: 4.71Min: 4.64 / Avg: 4.67 / Max: 4.7Min: 4.66 / Avg: 4.68 / Max: 4.7Min: 4.69 / Avg: 4.75 / Max: 4.781. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.47530.95061.42591.90122.3765SE +/- 0.000863, N = 3SE +/- 0.009942, N = 3SE +/- 0.004113, N = 3SE +/- 0.004667, N = 32.1061622.1114382.0968652.1125451. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 2.1 / Avg: 2.11 / Max: 2.11Min: 2.09 / Avg: 2.11 / Max: 2.12Min: 2.09 / Avg: 2.1 / Max: 2.1Min: 2.11 / Avg: 2.11 / Max: 2.121. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1020304050SE +/- 0.29, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 343.0842.5742.6142.451. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git918273645Min: 42.55 / Avg: 43.08 / Max: 43.53Min: 42.52 / Avg: 42.57 / Max: 42.64Min: 42.41 / Avg: 42.61 / Max: 42.73Min: 42.37 / Avg: 42.45 / Max: 42.61. (CXX) g++ options: -O3 -fPIC -lm

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git510152025SE +/- 0.18, N = 12SE +/- 0.18, N = 8SE +/- 0.18, N = 8SE +/- 0.16, N = 1120.7821.4620.8921.29
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git510152025Min: 20.44 / Avg: 20.78 / Max: 22.7Min: 21.18 / Avg: 21.46 / Max: 22.74Min: 20.58 / Avg: 20.89 / Max: 22.13Min: 20.93 / Avg: 21.29 / Max: 22.73

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20406080100SE +/- 0.27, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.27, N = 3103.67104.94103.52103.55
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20406080100Min: 103.14 / Avg: 103.67 / Max: 103.98Min: 104.8 / Avg: 104.94 / Max: 105.02Min: 103.35 / Avg: 103.52 / Max: 103.63Min: 103.13 / Avg: 103.55 / Max: 104.06

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git4080120160200SE +/- 0.20, N = 3SE +/- 0.43, N = 3SE +/- 0.49, N = 3SE +/- 0.02, N = 3194.50198.14192.40191.39
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git4080120160200Min: 194.26 / Avg: 194.5 / Max: 194.91Min: 197.53 / Avg: 198.14 / Max: 198.96Min: 191.73 / Avg: 192.4 / Max: 193.36Min: 191.35 / Avg: 191.39 / Max: 191.41

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.23, N = 3SE +/- 0.31, N = 3118.38117.52116.46115.68
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20406080100Min: 117.81 / Avg: 118.38 / Max: 118.86Min: 117.17 / Avg: 117.52 / Max: 117.98Min: 116.02 / Avg: 116.46 / Max: 116.77Min: 115.05 / Avg: 115.68 / Max: 116.03

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 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1326395265SE +/- 0.49, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 0.02, N = 356.2955.3353.8054.34
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1122334455Min: 55.33 / Avg: 56.29 / Max: 56.98Min: 55 / Avg: 55.33 / Max: 55.96Min: 53.16 / Avg: 53.8 / Max: 54.39Min: 54.3 / Avg: 54.34 / Max: 54.38

Primesieve

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.5451.091.6352.182.725SE +/- 0.011, N = 3SE +/- 0.033, N = 12SE +/- 0.017, N = 3SE +/- 0.002, N = 32.4142.4222.3302.2721. (CXX) g++ options: -O3 -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 2.4 / Avg: 2.41 / Max: 2.44Min: 2.26 / Avg: 2.42 / Max: 2.71Min: 2.31 / Avg: 2.33 / Max: 2.36Min: 2.27 / Avg: 2.27 / Max: 2.281. (CXX) g++ options: -O3 -lpthread

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git30060090012001500SE +/- 0.67, N = 3SE +/- 8.02, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 311021188109810991. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git2004006008001000Min: 1101 / Avg: 1102.33 / Max: 1103Min: 1179 / Avg: 1188 / Max: 1204Min: 1097 / Avg: 1098.33 / Max: 1100Min: 1097 / Avg: 1098.67 / Max: 11001. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git30060090012001500SE +/- 3.21, N = 3SE +/- 11.70, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 313001385129912991. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git2004006008001000Min: 1295 / Avg: 1300 / Max: 1306Min: 1362 / Avg: 1384.67 / Max: 1401Min: 1297 / Avg: 1299 / Max: 1300Min: 1298 / Avg: 1299 / Max: 13001. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1200M2400M3600M4800M6000MSE +/- 53859422.84, N = 15SE +/- 31504285.42, N = 3SE +/- 6570726.33, N = 3SE +/- 4496418.33, N = 336466000003366800000560813333356231666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Linux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1000M2000M3000M4000M5000MMin: 3295400000 / Avg: 3646600000 / Max: 4112300000Min: 3303800000 / Avg: 3366800000 / Max: 3399200000Min: 5595300000 / Avg: 5608133333.33 / Max: 5617000000Min: 5614300000 / Avg: 5623166666.67 / Max: 56289000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git90180270360450SE +/- 4.22, N = 12SE +/- 4.85, N = 3SE +/- 3.89, N = 13SE +/- 3.68, N = 12383.67375.62387.65411.97MIN: 34.27 / MAX: 20000MIN: 46.99 / MAX: 20000MIN: 45.35 / MAX: 20000MIN: 58.65 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git70140210280350Min: 341.39 / Avg: 383.67 / Max: 400.25Min: 366.1 / Avg: 375.62 / Max: 382.01Min: 344.82 / Avg: 387.65 / Max: 400.56Min: 379.32 / Avg: 411.97 / Max: 429.531. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git90180270360450SE +/- 2.57, N = 12SE +/- 7.15, N = 3SE +/- 2.20, N = 13SE +/- 1.94, N = 12402.97406.50408.29433.34MIN: 47.39 / MAX: 20000MIN: 67.57 / MAX: 15000MIN: 58.82 / MAX: 20000MIN: 75.66 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git80160240320400Min: 380.34 / Avg: 402.97 / Max: 411.58Min: 398.58 / Avg: 406.5 / Max: 420.77Min: 390.69 / Avg: 408.29 / Max: 420.68Min: 422.76 / Avg: 433.34 / Max: 442.981. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git90180270360450SE +/- 1.36, N = 12SE +/- 9.03, N = 3SE +/- 3.57, N = 13SE +/- 2.75, N = 12410.06415.30411.92434.29MIN: 55.87 / MAX: 20000MIN: 70.67 / MAX: 20000MIN: 55.76 / MAX: 20000MIN: 74.91 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git80160240320400Min: 402.17 / Avg: 410.06 / Max: 417.46Min: 404.12 / Avg: 415.3 / Max: 433.17Min: 391.11 / Avg: 411.92 / Max: 431.23Min: 419.8 / Avg: 434.29 / Max: 457.061. ClickHouse server version 22.5.4.19 (official build).

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620SE +/- 0.01, N = 3SE +/- 0.03, N = 13SE +/- 0.03, N = 15SE +/- 0.04, N = 1516.1715.8815.7615.47
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620Min: 16.14 / Avg: 16.17 / Max: 16.18Min: 15.73 / Avg: 15.88 / Max: 16.03Min: 15.63 / Avg: 15.76 / Max: 16.14Min: 15.23 / Avg: 15.47 / Max: 15.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810SE +/- 0.07, N = 15SE +/- 0.09, N = 15SE +/- 0.08, N = 15SE +/- 0.12, N = 125.816.455.815.79
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215Min: 5.37 / Avg: 5.81 / Max: 6.33Min: 6.01 / Avg: 6.45 / Max: 7.1Min: 5.24 / Avg: 5.81 / Max: 6.38Min: 5.21 / Avg: 5.79 / Max: 6.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620SE +/- 0.05, N = 15SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.02, N = 1215.9415.8615.6815.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620Min: 15.66 / Avg: 15.94 / Max: 16.45Min: 15.7 / Avg: 15.86 / Max: 16.13Min: 15.51 / Avg: 15.68 / Max: 15.89Min: 15.22 / Avg: 15.34 / Max: 15.44

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git8001600240032004000SE +/- 5.51, N = 3SE +/- 17.50, N = 3SE +/- 10.30, N = 4SE +/- 13.52, N = 33791.53730.63957.53891.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7001400210028003500Min: 3780.8 / Avg: 3791.47 / Max: 3799.2Min: 3698.2 / Avg: 3730.57 / Max: 3758.3Min: 3939.8 / Avg: 3957.53 / Max: 3981.5Min: 3867.3 / Avg: 3891.23 / Max: 3914.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git8001600240032004000SE +/- 2.63, N = 3SE +/- 15.91, N = 3SE +/- 8.59, N = 4SE +/- 10.68, N = 33820.43735.83962.53906.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7001400210028003500Min: 3815.9 / Avg: 3820.4 / Max: 3825Min: 3708.3 / Avg: 3735.83 / Max: 3763.4Min: 3946.2 / Avg: 3962.5 / Max: 3985.3Min: 3886.2 / Avg: 3906.43 / Max: 3922.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7001400210028003500SE +/- 1.42, N = 3SE +/- 8.38, N = 3SE +/- 7.71, N = 4SE +/- 26.56, N = 33090.03041.03307.93294.5
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git6001200180024003000Min: 3087.7 / Avg: 3090 / Max: 3092.6Min: 3024.7 / Avg: 3041 / Max: 3052.5Min: 3290.6 / Avg: 3307.93 / Max: 3324.9Min: 3251.9 / Avg: 3294.53 / Max: 3343.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7001400210028003500SE +/- 0.52, N = 3SE +/- 10.57, N = 3SE +/- 5.31, N = 4SE +/- 13.52, N = 33090.43047.33346.83308.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git6001200180024003000Min: 3089.4 / Avg: 3090.43 / Max: 3091.1Min: 3026.3 / Avg: 3047.3 / Max: 3059.9Min: 3336.3 / Avg: 3346.75 / Max: 3359.4Min: 3286.4 / Avg: 3308 / Max: 3332.9

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git100200300400500SE +/- 8.04, N = 15SE +/- 1.21, N = 3SE +/- 1.34, N = 3SE +/- 1.35, N = 3346.46437.25456.77455.271. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git80160240320400Min: 311.13 / Avg: 346.46 / Max: 412.97Min: 435.96 / Avg: 437.25 / Max: 439.66Min: 454.78 / Avg: 456.77 / Max: 459.32Min: 453.29 / Avg: 455.27 / Max: 457.851. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1530456075SE +/- 0.65, N = 15SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 358.6566.3366.6366.451. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1326395265Min: 53.96 / Avg: 58.65 / Max: 63.35Min: 66.19 / Avg: 66.33 / Max: 66.46Min: 66.6 / Avg: 66.63 / Max: 66.68Min: 66.36 / Avg: 66.45 / Max: 66.531. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810SE +/- 0.0605, N = 7SE +/- 0.0080, N = 3SE +/- 0.0028, N = 3SE +/- 0.0200, N = 36.70827.25067.26867.22701. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215Min: 6.53 / Avg: 6.71 / Max: 7.01Min: 7.24 / Avg: 7.25 / Max: 7.26Min: 7.26 / Avg: 7.27 / Max: 7.27Min: 7.19 / Avg: 7.23 / Max: 7.251. (CXX) g++ options: -O3 -flto -pthread

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 310.3610.4310.5710.751. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215Min: 10.35 / Avg: 10.36 / Max: 10.38Min: 10.42 / Avg: 10.43 / Max: 10.44Min: 10.47 / Avg: 10.57 / Max: 10.65Min: 10.5 / Avg: 10.75 / Max: 11.031. (CXX) g++ options: -O3 -pthread

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git600K1200K1800K2400K3000KSE +/- 26684.39, N = 3SE +/- 25437.96, N = 3SE +/- 23402.23, N = 3SE +/- 5604.59, N = 323770702732116273960627642371. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git500K1000K1500K2000K2500KMin: 2329107.13 / Avg: 2377069.73 / Max: 2421320.77Min: 2682914.52 / Avg: 2732116.45 / Max: 2767926.64Min: 2709667.18 / Avg: 2739606.04 / Max: 2785732.19Min: 2754356.61 / Avg: 2764236.82 / Max: 2773761.741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.02360.04720.07080.09440.118SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1050.0910.0910.0901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git12345Min: 0.1 / Avg: 0.11 / Max: 0.11Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git600K1200K1800K2400K3000KSE +/- 10909.91, N = 3SE +/- 30709.44, N = 4SE +/- 5962.42, N = 3SE +/- 17059.93, N = 326058302731056273536128249771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git500K1000K1500K2000K2500KMin: 2589439.04 / Avg: 2605829.51 / Max: 2626498.43Min: 2660823.7 / Avg: 2731056.16 / Max: 2806825.56Min: 2723584.4 / Avg: 2735361.28 / Max: 2742871.43Min: 2790883.36 / Avg: 2824977.47 / Max: 2843172.21. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.04320.08640.12960.17280.216SE +/- 0.001, N = 3SE +/- 0.002, N = 4SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1920.1830.1830.1771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git12345Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.18 / Avg: 0.18 / Max: 0.19Min: 0.18 / Avg: 0.18 / Max: 0.18Min: 0.18 / Avg: 0.18 / Max: 0.181. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git9K18K27K36K45KSE +/- 1218.50, N = 9SE +/- 95.66, N = 3SE +/- 255.19, N = 3SE +/- 570.73, N = 12280353679836131402601. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7K14K21K28K35KMin: 23956.51 / Avg: 28034.98 / Max: 35243.97Min: 36629.27 / Avg: 36797.97 / Max: 36960.49Min: 35709.7 / Avg: 36131.34 / Max: 36591.21Min: 38315.02 / Avg: 40260.47 / Max: 44907.641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215SE +/- 0.361, N = 9SE +/- 0.018, N = 3SE +/- 0.049, N = 3SE +/- 0.084, N = 129.0426.7946.9206.2231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3691215Min: 7.09 / Avg: 9.04 / Max: 10.44Min: 6.76 / Avg: 6.79 / Max: 6.83Min: 6.83 / Avg: 6.92 / Max: 7Min: 5.57 / Avg: 6.22 / Max: 6.531. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git11002200330044005500SE +/- 343.32, N = 14SE +/- 25.57, N = 3SE +/- 12.57, N = 3SE +/- 22.21, N = 3637.703901.924595.245045.041. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git9001800270036004500Min: 65.12 / Avg: 637.7 / Max: 5060.86Min: 3850.85 / Avg: 3901.92 / Max: 3929.7Min: 4573.34 / Avg: 4595.24 / Max: 4616.87Min: 5000.8 / Avg: 5045.04 / Max: 5070.641. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git500K1000K1500K2000K2500KSE +/- 437386.22, N = 12SE +/- 36159.47, N = 15SE +/- 23799.02, N = 15SE +/- 18702.85, N = 92069231.321786896.071709394.922292814.621. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git400K800K1200K1600K2000KMin: 1213775.58 / Avg: 2069231.32 / Max: 6506258.26Min: 1552716.79 / Avg: 1786896.07 / Max: 2031909.16Min: 1557356.16 / Avg: 1709394.92 / Max: 1923367.1Min: 2186528.89 / Avg: 2292814.62 / Max: 2371848.41. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git4M8M12M16M20MSE +/- 129357.74, N = 15SE +/- 22254.14, N = 3SE +/- 134334.73, N = 3SE +/- 31787.75, N = 311841460.4914502259.1317488215.9016834926.051. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git3M6M9M12M15MMin: 11145053.55 / Avg: 11841460.49 / Max: 12783908.18Min: 14460681.33 / Avg: 14502259.13 / Max: 14536803.21Min: 17226684.66 / Avg: 17488215.9 / Max: 17672259.22Min: 16779749.77 / Avg: 16834926.05 / Max: 16889865.011. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git30K60K90K120K150KSE +/- 4121.73, N = 12SE +/- 277.40, N = 3SE +/- 572.60, N = 3SE +/- 973.70, N = 327376.2751501.6960003.69132567.321. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20K40K60K80K100KMin: 20081.78 / Avg: 27376.27 / Max: 70962.74Min: 50986.56 / Avg: 51501.69 / Max: 51937.67Min: 58878.24 / Avg: 60003.69 / Max: 60749.78Min: 130766.92 / Avg: 132567.32 / Max: 134110.311. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git7M14M21M28M35MSE +/- 499181.60, N = 12SE +/- 60391.06, N = 6SE +/- 13725.69, N = 3SE +/- 88298.21, N = 38968402.346095781.847951935.4331524180.641. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git5M10M15M20M25MMin: 7620410.72 / Avg: 8968402.34 / Max: 13004686.93Min: 5871611.04 / Avg: 6095781.84 / Max: 6276357.92Min: 7926307.94 / Avg: 7951935.43 / Max: 7973270.18Min: 31348046.27 / Avg: 31524180.64 / Max: 31623303.861. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

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 22.1Input: Carbon NanotubeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1122334455SE +/- 0.15, N = 3SE +/- 0.41, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 349.4549.1949.2448.921. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git1020304050Min: 49.19 / Avg: 49.45 / Max: 49.72Min: 48.62 / Avg: 49.19 / Max: 49.98Min: 49.08 / Avg: 49.24 / Max: 49.44Min: 48.86 / Avg: 48.92 / Max: 48.951. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 314.8014.7714.6514.56
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620Min: 14.68 / Avg: 14.8 / Max: 14.88Min: 14.64 / Avg: 14.77 / Max: 14.99Min: 14.55 / Avg: 14.65 / Max: 14.84Min: 14.54 / Avg: 14.56 / Max: 14.58

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Classroom - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git816243240SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 336.4836.3636.4136.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Classroom - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git816243240Min: 36.3 / Avg: 36.48 / Max: 36.57Min: 36.18 / Avg: 36.36 / Max: 36.52Min: 36.27 / Avg: 36.41 / Max: 36.52Min: 36.2 / Avg: 36.25 / Max: 36.35

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150SE +/- 0.49, N = 3SE +/- 0.38, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3140.99140.65139.73139.93
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-OnlyLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150Min: 140.31 / Avg: 140.99 / Max: 141.95Min: 140.23 / Avg: 140.65 / Max: 141.4Min: 139.02 / Avg: 139.73 / Max: 140.31Min: 139.78 / Avg: 139.93 / Max: 140.06

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git306090120150110132132132

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 315.2815.3215.3715.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620Min: 15.19 / Avg: 15.28 / Max: 15.34Min: 15.18 / Avg: 15.32 / Max: 15.47Min: 15.32 / Avg: 15.37 / Max: 15.41Min: 15.52 / Avg: 15.57 / Max: 15.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git400800120016002000SE +/- 9.03, N = 3SE +/- 11.25, N = 3SE +/- 3.41, N = 3SE +/- 2.12, N = 32064.302060.562052.062029.10MIN: 1651.21 / MAX: 3705.9MIN: 1697.86 / MAX: 3005.96MIN: 1633.22 / MAX: 2782.83MIN: 1711.6 / MAX: 2558.651. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git400800120016002000Min: 2051.23 / Avg: 2064.3 / Max: 2081.63Min: 2040.03 / Avg: 2060.56 / Max: 2078.81Min: 2047.31 / Avg: 2052.06 / Max: 2058.67Min: 2024.85 / Avg: 2029.1 / Max: 2031.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 315.3615.2115.1815.481. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git48121620Min: 15.18 / Avg: 15.36 / Max: 15.51Min: 15.12 / Avg: 15.21 / Max: 15.33Min: 14.94 / Avg: 15.18 / Max: 15.48Min: 15.39 / Avg: 15.48 / Max: 15.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git400800120016002000SE +/- 10.87, N = 3SE +/- 8.26, N = 3SE +/- 19.70, N = 3SE +/- 10.20, N = 32054.152075.602080.542039.81MIN: 1676.45 / MAX: 2879.22MIN: 1647.06 / MAX: 2982.2MIN: 1641.31 / MAX: 2872.71MIN: 1645.9 / MAX: 2597.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git400800120016002000Min: 2037.22 / Avg: 2054.15 / Max: 2074.43Min: 2059.46 / Avg: 2075.6 / Max: 2086.74Min: 2043.62 / Avg: 2080.54 / Max: 2110.92Min: 2019.9 / Avg: 2039.81 / Max: 2053.61. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git15K30K45K60K75KSE +/- 170.73, N = 3SE +/- 47.12, N = 3SE +/- 55.09, N = 3SE +/- 30.79, N = 353647.2968582.5168558.4068658.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git12K24K36K48K60KMin: 53307.35 / Avg: 53647.29 / Max: 53845.19Min: 68495.74 / Avg: 68582.51 / Max: 68657.74Min: 68467.3 / Avg: 68558.4 / Max: 68657.61Min: 68599.07 / Avg: 68658.78 / Max: 68701.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20K40K60K80K100KSE +/- 459.89, N = 11SE +/- 1369.31, N = 3SE +/- 796.84, N = 3SE +/- 512.90, N = 362684.60108375.35103253.34106331.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git20K40K60K80K100KMin: 61676.09 / Avg: 62684.6 / Max: 66331.73Min: 105659.97 / Avg: 108375.35 / Max: 110041.38Min: 101672.86 / Avg: 103253.34 / Max: 104220.89Min: 105404.33 / Avg: 106331.62 / Max: 107175.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git50K100K150K200K250KSE +/- 1418.99, N = 3SE +/- 1696.24, N = 10SE +/- 2487.19, N = 3SE +/- 2588.93, N = 3186932214932236567228413
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git40K80K120K160K200KMin: 184347 / Avg: 186931.67 / Max: 189239Min: 209299 / Avg: 214931.9 / Max: 222455Min: 231704 / Avg: 236567 / Max: 239905Min: 224320 / Avg: 228413 / Max: 233206

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random FillLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git70K140K210K280K350KSE +/- 300.91, N = 3SE +/- 1437.38, N = 3SE +/- 1546.45, N = 3SE +/- 1123.87, N = 32304722695742961643127841. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random FillLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git50K100K150K200K250KMin: 229886 / Avg: 230472.33 / Max: 230883Min: 266708 / Avg: 269574.33 / Max: 271198Min: 293744 / Avg: 296164 / Max: 299042Min: 310849 / Avg: 312783.67 / Max: 3147421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Update RandomLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git70K140K210K280K350KSE +/- 3003.18, N = 3SE +/- 2408.01, N = 15SE +/- 664.69, N = 3SE +/- 5249.92, N = 152340462839212869143324581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Update RandomLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git60K120K180K240K300KMin: 230388 / Avg: 234046.33 / Max: 240001Min: 271093 / Avg: 283921.2 / Max: 298521Min: 285604 / Avg: 286913.67 / Max: 287766Min: 302194 / Avg: 332458 / Max: 3649531. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Sequential FillLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git70K140K210K280K350KSE +/- 387.59, N = 3SE +/- 219.25, N = 3SE +/- 63.85, N = 3SE +/- 93.62, N = 32342582687622926993100331. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Sequential FillLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git50K100K150K200K250KMin: 233702 / Avg: 234258.33 / Max: 235004Min: 268408 / Avg: 268761.67 / Max: 269163Min: 292613 / Avg: 292699.33 / Max: 292824Min: 309910 / Avg: 310033.33 / Max: 3102171. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fill SyncLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git60K120K180K240K300KSE +/- 1339.58, N = 3SE +/- 2977.75, N = 3SE +/- 1656.81, N = 15SE +/- 1308.83, N = 31678902474882515972652581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fill SyncLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git50K100K150K200K250KMin: 165230 / Avg: 167890 / Max: 169497Min: 241534 / Avg: 247488 / Max: 250581Min: 240076 / Avg: 251597.2 / Max: 263411Min: 262783 / Avg: 265257.67 / Max: 2672341. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read Random Write RandomLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git700K1400K2100K2800K3500KSE +/- 1826.15, N = 3SE +/- 9100.80, N = 3SE +/- 7647.03, N = 3SE +/- 6831.10, N = 326993732592884298717834996241. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read Random Write RandomLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git600K1200K1800K2400K3000KMin: 2696786 / Avg: 2699372.67 / Max: 2702899Min: 2579769 / Avg: 2592884.33 / Max: 2610372Min: 2973954 / Avg: 2987177.67 / Max: 3000444Min: 3486212 / Avg: 3499624.33 / Max: 35085831. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Natron

Natron is an open-source, cross-platform compositing software for visual effects (VFX) and motion graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git0.51751.0351.55252.072.5875SE +/- 0.01, N = 12SE +/- 0.03, N = 4SE +/- 0.02, N = 121.02.02.22.3
OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git246810Min: 1.9 / Avg: 2.01 / Max: 2.1Min: 2.1 / Avg: 2.18 / Max: 2.2Min: 2.2 / Avg: 2.32 / Max: 2.4

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-XLinux 5.4.224Linux 5.10.130Linux 5.15.81Linux 6.1 Git90180270360450363.35392.56409.65432.13

73 Results Shown

High Performance Conjugate Gradient
miniBUDE
NAMD
nekRS
OpenFOAM
OpenRadioss
Xmrig
WebP2 Image Encode:
  Quality 75, Compression Effort 7
  Quality 95, Compression Effort 7
LuxCoreRender:
  Orange Juice - CPU
  LuxCore Benchmark - CPU
rav1e:
  1
  5
ACES DGEMM
7-Zip Compression:
  Compression Rating
  Decompression Rating
Stockfish
Stargate Digital Audio Workstation:
  44100 - 512
  192000 - 512
libavif avifenc
Timed Linux Kernel Compilation
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
Build2
Primesieve
OSPRay Studio:
  1 - 4K - 1 - Path Tracer
  3 - 4K - 1 - Path Tracer
Liquid-DSP
ClickHouse:
  100M Rows Web Analytics Dataset, First Run / Cold Cache
  100M Rows Web Analytics Dataset, Second Run
  100M Rows Web Analytics Dataset, Third Run
Apache Spark:
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 2000 - SHA-512 Benchmark Time
  1000000 - 2000 - Calculate Pi Benchmark
Cryptsetup:
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
GROMACS
PostgreSQL:
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 500 - Read Only
  100 - 500 - Read Only - Average Latency
  100 - 250 - Read Write
  100 - 250 - Read Write - Average Latency
Stress-NG:
  MMAP
  Futex
  Semaphores
  Socket Activity
  System V Message Passing
GPAW
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Barbershop - CPU-Only
ctx_clock
OpenVINO:
  Person Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP32 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16 - CPU:
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
Apache Cassandra
Facebook RocksDB:
  Rand Fill
  Update Rand
  Seq Fill
  Rand Fill Sync
  Read Rand Write Rand
Natron
Geometric Mean Of All Test Results