Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-X

Benchmarks for a future article by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2212260-NE-LINUXLTSP57.

Linux 6.1 LTS Performance Benchmarks - AMD EPYC Milan-XProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDisplay ServerVulkanCompilerFile-SystemScreen ResolutionLinux 5.15.81Linux 6.1 GitLinux 6.2-rc12 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads)AMD DAYTONA_X (RYM1009B BIOS)AMD Starship/Matisse512GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Mellanox MT27710Ubuntu 20.045.15.81-051581-generic (x86_64)X Server1.1.182GCC 9.4.0ext41920x10806.1.0-rc8-phx (x86_64)6.2.0-rc1-phx (x86_64)OpenBenchmarking.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++,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 Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229Java Details- OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu220.04)Python Details- Python 3.8.10Security Details- 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 6.2-rc1: 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 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: Spaceshipminibude: OpenMP - BM1openfoam: drivaerFastback, Medium Mesh Size - Mesh Timespark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timecryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptionopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc138.20254122.1110.21768475515000000175.59229125.2350417.30.610.3221.837.700.7583.12549.7565135576387133003110619004.6787232.09686542.61320.891103.518192.400116.46353.7962.330109812995608133333387.65408.29411.9215.765.8115.683957.53962.53307.93346.8456.771066.62697.268610.57427396060.09127353610.183361316.9204595.241709394.9217488215.9060003.697951935.4349.23714.6536.41139.7313215.372052.0615.182080.5468558.40103253.3423656729616428691429269925159729871782.238.11254117.9490.22001469756000000170.49481125.1150746.10.650.3522.677.820.7663.12849.2073995593987238963082847674.7450942.11254542.44921.294103.552191.385115.68054.3412.272109912995623166667411.97433.34434.2915.475.7915.343891.23906.43294.53308.0455.272866.44767.227010.75427642370.09028249770.177402606.2235045.042292814.6216834926.05132567.3231524180.6448.92114.5636.25139.9313215.572029.1015.482039.8168658.78106331.6222841331278433245831003326525834996242.338.70024122.0650.22340474554333333174.4327130.5650776.90.650.3521.607.750.7713.15049.6106365529427208243120533404.6998932.12253142.49321.112103.814192.090118.48054.2872.294109813025616900000413.00433.60433.4116.445.7616.134000.13996.43335.53333.6450.071466.49577.256810.43227702010.09028304780.177441285.7675199.652121022.4418676930.54138903.7217399902.3949.16314.5836.59140.4313215.522032.1715.412047.4868728.77106704.1722447232136236537131034428105534989152.4164.883109.924734.353.376.602.852.871.923.2210.425.946.994.281801687664223702.5693.8382.3384.3704.6693.6383.3384.01.840.96OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.15.81Linux 6.1 GitLinux 6.2-rc1918273645SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 338.2038.1138.701. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 5.15.81Linux 6.1 GitLinux 6.2-rc19001800270036004500SE +/- 7.35, N = 3SE +/- 8.87, N = 3SE +/- 1.90, N = 34122.114117.954122.071. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.15.81Linux 6.1 GitLinux 6.2-rc10.05030.10060.15090.20120.2515SE +/- 0.00021, N = 3SE +/- 0.00232, N = 3SE +/- 0.00165, N = 30.217680.220010.22340

nekRS

Input: TurboPipe Periodic

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1100000M200000M300000M400000M500000MSE +/- 1473941767.28, N = 3SE +/- 1560016132.40, N = 3SE +/- 292352716.96, N = 34755150000004697560000004745543333331. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -pthread -lmpi_cxx -lmpi

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeLinux 5.15.81Linux 6.1 GitLinux 6.2-rc14080120160200175.59170.49174.431. (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

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1306090120150SE +/- 1.29, N = 3SE +/- 1.42, N = 4SE +/- 0.98, N = 3125.23125.11130.56

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MLinux 5.15.81Linux 6.1 GitLinux 6.2-rc111K22K33K44K55KSE +/- 112.01, N = 3SE +/- 261.20, N = 3SE +/- 148.55, N = 350417.350746.150776.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

WebP2 Image Encode

Encode Settings: Quality 75, Compression Effort 7

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.14630.29260.43890.58520.7315SE +/- 0.01, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 30.610.650.651. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl

WebP2 Image Encode

Encode Settings: Quality 95, Compression Effort 7

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.07880.15760.23640.31520.394SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 30.320.350.351. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -lpthread -ldl

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc1510152025SE +/- 0.25, N = 15SE +/- 0.25, N = 15SE +/- 0.16, N = 1521.8322.6721.60MIN: 18.58 / MAX: 28.98MIN: 18.73 / MAX: 29.12MIN: 18.7 / MAX: 28.93

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc1246810SE +/- 0.18, N = 15SE +/- 0.19, N = 15SE +/- 0.18, N = 127.707.827.75MIN: 2.49 / MAX: 10.92MIN: 2.54 / MAX: 10.98MIN: 2.51 / MAX: 10.8

rav1e

Speed: 1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 1Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.17350.3470.52050.6940.8675SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 30.7580.7660.771

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.6.1Speed: 5Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.70881.41762.12642.83523.544SE +/- 0.029, N = 3SE +/- 0.008, N = 3SE +/- 0.010, N = 33.1253.1283.150

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateLinux 5.15.81Linux 6.1 GitLinux 6.2-rc11122334455SE +/- 0.46, N = 15SE +/- 0.59, N = 3SE +/- 0.42, N = 349.7649.2149.611. (CC) gcc options: -O3 -march=native -fopenmp

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1120K240K360K480K600KSE +/- 3961.16, N = 15SE +/- 5253.28, N = 3SE +/- 3944.78, N = 125576385593985529421. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1160K320K480K640K800KSE +/- 4811.80, N = 15SE +/- 5895.82, N = 3SE +/- 3118.50, N = 127133007238967208241. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeLinux 5.15.81Linux 6.1 GitLinux 6.2-rc170M140M210M280M350MSE +/- 3207109.93, N = 15SE +/- 3982970.74, N = 15SE +/- 5904082.38, N = 153110619003082847673120533401. (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

Sample Rate: 44100 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 5.15.81Linux 6.1 GitLinux 6.2-rc11.06762.13523.20284.27045.338SE +/- 0.010019, N = 3SE +/- 0.026474, N = 3SE +/- 0.026179, N = 34.6787234.7450944.6998931. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.47760.95521.43281.91042.388SE +/- 0.004113, N = 3SE +/- 0.004667, N = 3SE +/- 0.005285, N = 32.0968652.1125452.1225311. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2Linux 5.15.81Linux 6.1 GitLinux 6.2-rc11020304050SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 342.6142.4542.491. (CXX) g++ options: -O3 -fPIC -lm

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1510152025SE +/- 0.18, N = 8SE +/- 0.16, N = 11SE +/- 0.16, N = 1220.8921.2921.11

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaLinux 5.15.81Linux 6.1 GitLinux 6.2-rc120406080100SE +/- 0.08, N = 3SE +/- 0.27, N = 3SE +/- 0.52, N = 3103.52103.55103.81

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesLinux 5.15.81Linux 6.1 GitLinux 6.2-rc14080120160200SE +/- 0.49, N = 3SE +/- 0.02, N = 3SE +/- 0.98, N = 3192.40191.39192.09

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1306090120150SE +/- 0.23, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3116.46115.68118.48

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.15.81Linux 6.1 GitLinux 6.2-rc11224364860SE +/- 0.35, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 353.8054.3454.29

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12Linux 5.15.81Linux 6.1 GitLinux 6.2-rc10.52431.04861.57292.09722.6215SE +/- 0.017, N = 3SE +/- 0.002, N = 3SE +/- 0.016, N = 32.3302.2722.2941. (CXX) g++ options: -O3 -lpthread

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.15.81Linux 6.1 GitLinux 6.2-rc12004006008001000SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.15, N = 31098109910981. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerLinux 5.15.81Linux 6.1 GitLinux 6.2-rc130060090012001500SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 2.33, N = 31299129913021. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Linux 5.15.81Linux 6.1 GitLinux 6.2-rc11200M2400M3600M4800M6000MSE +/- 6570726.33, N = 3SE +/- 4496418.33, N = 3SE +/- 4253234.06, N = 35608133333562316666756169000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

ClickHouse

100M Rows Web Analytics Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheLinux 5.15.81Linux 6.1 GitLinux 6.2-rc190180270360450SE +/- 3.89, N = 13SE +/- 3.68, N = 12SE +/- 3.46, N = 15387.65411.97413.00MIN: 45.35 / MAX: 20000MIN: 58.65 / MAX: 20000MIN: 57.2 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

ClickHouse

100M Rows Web Analytics Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunLinux 5.15.81Linux 6.1 GitLinux 6.2-rc190180270360450SE +/- 2.20, N = 13SE +/- 1.94, N = 12SE +/- 3.06, N = 15408.29433.34433.60MIN: 58.82 / MAX: 20000MIN: 75.66 / MAX: 20000MIN: 75 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

ClickHouse

100M Rows Web Analytics Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunLinux 5.15.81Linux 6.1 GitLinux 6.2-rc190180270360450SE +/- 3.57, N = 13SE +/- 2.75, N = 12SE +/- 2.62, N = 15411.92434.29433.41MIN: 55.76 / MAX: 20000MIN: 74.91 / MAX: 20000MIN: 73.62 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 5.15.81Linux 6.1 GitLinux 6.2-rc148121620SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.09, N = 315.7615.4716.44

Apache Spark

Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeLinux 5.15.81Linux 6.1 GitLinux 6.2-rc11.30732.61463.92195.22926.5365SE +/- 0.08, N = 15SE +/- 0.12, N = 12SE +/- 0.08, N = 155.815.795.76

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkLinux 5.15.81Linux 6.1 GitLinux 6.2-rc148121620SE +/- 0.03, N = 15SE +/- 0.02, N = 12SE +/- 0.03, N = 1515.6815.3416.13

Cryptsetup

AES-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionLinux 5.15.81Linux 6.1 GitLinux 6.2-rc19001800270036004500SE +/- 10.30, N = 4SE +/- 13.52, N = 3SE +/- 3.84, N = 33957.53891.24000.1

Cryptsetup

AES-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionLinux 5.15.81Linux 6.1 GitLinux 6.2-rc19001800270036004500SE +/- 8.59, N = 4SE +/- 10.68, N = 3SE +/- 5.24, N = 33962.53906.43996.4

Cryptsetup

AES-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionLinux 5.15.81Linux 6.1 GitLinux 6.2-rc17001400210028003500SE +/- 7.71, N = 4SE +/- 26.56, N = 3SE +/- 12.05, N = 33307.93294.53335.5

Cryptsetup

AES-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionLinux 5.15.81Linux 6.1 GitLinux 6.2-rc17001400210028003500SE +/- 5.31, N = 4SE +/- 13.52, N = 3SE +/- 2.14, N = 33346.83308.03333.6

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1100200300400500SE +/- 1.34, N = 3SE +/- 1.35, N = 3SE +/- 1.22, N = 3456.77455.27450.071. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 5.15.81Linux 6.1 GitLinux 6.2-rc11530456075SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 366.6366.4566.501. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1246810SE +/- 0.0028, N = 3SE +/- 0.0200, N = 3SE +/- 0.0038, N = 37.26867.22707.25681. (CXX) g++ options: -O3 -flto -pthread

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareLinux 5.15.81Linux 6.1 GitLinux 6.2-rc13691215SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 310.5710.7510.431. (CXX) g++ options: -O3 -pthread

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1600K1200K1800K2400K3000KSE +/- 23402.23, N = 3SE +/- 5604.59, N = 3SE +/- 19915.74, N = 32739606276423727702011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc10.02050.0410.06150.0820.1025SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 30.0910.0900.0901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1600K1200K1800K2400K3000KSE +/- 5962.42, N = 3SE +/- 17059.93, N = 3SE +/- 18538.00, N = 32735361282497728304781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc10.04120.08240.12360.16480.206SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1830.1770.1771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteLinux 5.15.81Linux 6.1 GitLinux 6.2-rc19K18K27K36K45KSE +/- 255.19, N = 3SE +/- 570.73, N = 12SE +/- 2040.73, N = 123613140260441281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1246810SE +/- 0.049, N = 3SE +/- 0.084, N = 12SE +/- 0.203, N = 126.9206.2235.7671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPLinux 5.15.81Linux 6.1 GitLinux 6.2-rc111002200330044005500SE +/- 12.57, N = 3SE +/- 22.21, N = 3SE +/- 0.95, N = 34595.245045.045199.651. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1500K1000K1500K2000K2500KSE +/- 23799.02, N = 15SE +/- 18702.85, N = 9SE +/- 29696.09, N = 151709394.922292814.622121022.441. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 5.15.81Linux 6.1 GitLinux 6.2-rc14M8M12M16M20MSE +/- 134334.73, N = 3SE +/- 31787.75, N = 3SE +/- 60344.44, N = 317488215.9016834926.0518676930.541. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 5.15.81Linux 6.1 GitLinux 6.2-rc130K60K90K120K150KSE +/- 572.60, N = 3SE +/- 973.70, N = 3SE +/- 422.32, N = 360003.69132567.32138903.721. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 5.15.81Linux 6.1 GitLinux 6.2-rc17M14M21M28M35MSE +/- 13725.69, N = 3SE +/- 88298.21, N = 3SE +/- 177140.23, N = 67951935.4331524180.6417399902.391. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lrt -lsctp -lz -pthread

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeLinux 5.15.81Linux 6.1 GitLinux 6.2-rc11122334455SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.54, N = 449.2448.9249.161. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-OnlyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc148121620SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 314.6514.5614.58

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Classroom - Compute: CPU-OnlyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1816243240SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 336.4136.2536.59

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-OnlyLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1306090120150SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3139.73139.93140.43

ctx_clock

Context Switch Time

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1306090120150132132132

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc148121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 315.3715.5715.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc1400800120016002000SE +/- 3.41, N = 3SE +/- 2.12, N = 3SE +/- 2.63, N = 32052.062029.102032.17MIN: 1633.22 / MAX: 2782.83MIN: 1711.6 / MAX: 2558.65MIN: 1660.64 / MAX: 2581.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc148121620SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 315.1815.4815.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc1400800120016002000SE +/- 19.70, N = 3SE +/- 10.20, N = 3SE +/- 3.54, N = 32080.542039.812047.48MIN: 1641.31 / MAX: 2872.71MIN: 1645.9 / MAX: 2597.31MIN: 1672.46 / MAX: 2595.061. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc115K30K45K60K75KSE +/- 55.09, N = 3SE +/- 30.79, N = 3SE +/- 29.33, N = 368558.4068658.7868728.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 5.15.81Linux 6.1 GitLinux 6.2-rc120K40K60K80K100KSE +/- 796.84, N = 3SE +/- 512.90, N = 3SE +/- 69.86, N = 3103253.34106331.62106704.171. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesLinux 5.15.81Linux 6.1 GitLinux 6.2-rc150K100K150K200K250KSE +/- 2487.19, N = 3SE +/- 2588.93, N = 3SE +/- 1312.48, N = 3236567228413224472

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random FillLinux 5.15.81Linux 6.1 GitLinux 6.2-rc170K140K210K280K350KSE +/- 1546.45, N = 3SE +/- 1123.87, N = 3SE +/- 3212.43, N = 32961643127843213621. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Facebook RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Update RandomLinux 5.15.81Linux 6.1 GitLinux 6.2-rc180K160K240K320K400KSE +/- 664.69, N = 3SE +/- 5249.92, N = 15SE +/- 4773.71, N = 32869143324583653711. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Sequential FillLinux 5.15.81Linux 6.1 GitLinux 6.2-rc170K140K210K280K350KSE +/- 63.85, N = 3SE +/- 93.62, N = 3SE +/- 348.90, N = 32926993100333103441. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Facebook RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fill SyncLinux 5.15.81Linux 6.1 GitLinux 6.2-rc160K120K180K240K300KSE +/- 1656.81, N = 15SE +/- 1308.83, N = 3SE +/- 2067.36, N = 112515972652582810551. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Facebook RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read Random Write RandomLinux 5.15.81Linux 6.1 GitLinux 6.2-rc1700K1400K2100K2800K3500KSE +/- 7647.03, N = 3SE +/- 6831.10, N = 3SE +/- 15659.63, N = 32987178349962434989151. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipLinux 5.15.81Linux 6.1 GitLinux 6.2-rc10.541.081.622.162.7SE +/- 0.03, N = 4SE +/- 0.02, N = 12SE +/- 0.03, N = 32.22.32.4

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.2-rc14080120160200SE +/- 0.08, N = 3164.881. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeLinux 6.2-rc120406080100109.921. (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

Apache Spark

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeLinux 6.2-rc10.97881.95762.93643.91524.894SE +/- 0.04, N = 34.35

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeLinux 6.2-rc10.75831.51662.27493.03323.7915SE +/- 0.12, N = 33.37

Apache Spark

Row Count: 1000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeLinux 6.2-rc1246810SE +/- 0.07, N = 36.60

Apache Spark

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeLinux 6.2-rc10.64131.28261.92392.56523.2065SE +/- 0.12, N = 32.85

Apache Spark

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeLinux 6.2-rc10.64581.29161.93742.58323.229SE +/- 0.05, N = 32.87

Apache Spark

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeLinux 6.2-rc10.4320.8641.2961.7282.16SE +/- 0.06, N = 31.92

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeLinux 6.2-rc10.72451.4492.17352.8983.6225SE +/- 0.14, N = 153.22

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeLinux 6.2-rc13691215SE +/- 0.14, N = 1010.42

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeLinux 6.2-rc11.33652.6734.00955.3466.6825SE +/- 0.21, N = 105.94

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeLinux 6.2-rc1246810SE +/- 0.24, N = 106.99

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeLinux 6.2-rc10.9631.9262.8893.8524.815SE +/- 0.10, N = 104.28

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-sha512Linux 6.2-rc1400K800K1200K1600K2000KSE +/- 3090.33, N = 31801687

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-whirlpoolLinux 6.2-rc1140K280K420K560K700KSE +/- 1558.38, N = 3664223

Cryptsetup

Serpent-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionLinux 6.2-rc1150300450600750SE +/- 2.62, N = 3702.5

Cryptsetup

Serpent-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionLinux 6.2-rc1150300450600750SE +/- 0.15, N = 3693.8

Cryptsetup

Twofish-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionLinux 6.2-rc180160240320400SE +/- 1.39, N = 3382.3

Cryptsetup

Twofish-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionLinux 6.2-rc180160240320400SE +/- 0.06, N = 3384.3

Cryptsetup

Serpent-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionLinux 6.2-rc1150300450600750SE +/- 0.00, N = 2704.6

Cryptsetup

Serpent-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionLinux 6.2-rc1150300450600750SE +/- 0.41, N = 3693.6

Cryptsetup

Twofish-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionLinux 6.2-rc180160240320400SE +/- 0.15, N = 3383.3

Cryptsetup

Twofish-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionLinux 6.2-rc180160240320400SE +/- 0.07, N = 3384.0

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 6.2-rc10.4140.8281.2421.6562.07SE +/- 0.00, N = 31.84MIN: 1.47 / MAX: 21.971. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.2-rc10.2160.4320.6480.8641.08SE +/- 0.00, N = 30.96MIN: 0.86 / MAX: 20.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Phoronix Test Suite v10.8.4