New Tests

2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Clear Linux OS 36990 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2209025-NE-2209017NE69&sor&gru.

New TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionCentOS Stream 9Clear Linux 369902 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998512GB7682GB INTEL SSDPF2KX076TZASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPCentOS Stream 95.14.0-148.el9.x86_64 (x86_64)GNOME Shell 40.10X ServerGCC 11.3.1 20220421xfs1920x1080Clear Linux OS 369905.19.6-1185.native (x86_64)GNOME Shell 42.4X Server 1.21.1.3GCC 12.2.1 20220831 releases/gcc-12.2.0-35-g63997f2223 + Clang 14.0.6 + LLVM 14.0.6ext4OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- CentOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - Clear Linux 36990: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=skylake-avx512 --with-zstd Disk Details- CentOS Stream 9: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096- Clear Linux 36990: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096Processor Details- CentOS Stream 9: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363- Clear Linux 36990: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000375Java Details- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.16.0.8-2.el9) (build 11.0.16+8-LTS)- Clear Linux 36990: OpenJDK Runtime Environment (build 18.0.1-internal+0-adhoc.mockbuild.corretto-18-18.0.1.10.1)Python Details- CentOS Stream 9: Python 3.9.13- Clear Linux 36990: Python 3.10.6Security Details- CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Clear Linux 36990: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected Environment Details- Clear Linux 36990: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

New Testsstress-ng: MMAPstress-ng: NUMAstress-ng: Futexstress-ng: MEMFDstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Forkingstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: x86_64 RdRandstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingstress-ng: IO_uringopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUnatron: Spaceshipsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 10 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 4Kx264: Bosphorus 4Ksimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDhpcg: onnx: GPT-2 - CPU - Parallelonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Parallelonnx: yolov4 - CPU - Standardonnx: bertsquad-12 - CPU - Parallelonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Parallelonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Parallelonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - Parallelonnx: super-resolution-10 - CPU - Standardospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timegraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spaceblosc: blosclz shuffleblosc: blosclz bitshufflecompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingastcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivestockfish: Total Timegromacs: MPI CPU - water_GMX50_barelammps: 20k Atomslammps: Rhodopsin Proteinkeydb: memtier-benchmark: Redis - 50 - 5:1memtier-benchmark: Redis - 50 - 1:10dragonflydb: 50 - 1:1dragonflydb: 50 - 1:5dragonflydb: 50 - 5:1clickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, Third Runnode-express-loadtest: redis: GET - 50redis: SET - 50redis: GET - 500redis: SET - 500redis: GET - 1000redis: SET - 1000nginx: 1000apache: 1000node-web-tooling: openssl: pgbench: 100 - 250 - Read Onlypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Writeinfluxdb: 4 - 10000 - 2,5000,1 - 10000openssl: namd: ATPase Simulation - 327,506 Atomswebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressiontensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2renaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUospray-studio: 1 - 4K - 16 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 2 - 4K - 16 - Path Tracerospray-studio: 2 - 4K - 32 - Path Tracerospray-studio: 3 - 4K - 16 - Path Tracerospray-studio: 3 - 4K - 32 - Path Tracerpgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Write - Average Latencymnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3tnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1openvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdacapobench: H2dacapobench: Jythondacapobench: Tradebeansunpack-linux: linux-5.19.tar.xzavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-gdb: Time To Compilebuild-linux-kernel: defconfigbuild-llvm: Ninjawebp2: Defaultwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7spark: 40000000 - 500 - SHA-512 Benchmark Timespark: 40000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - JAX - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Equation of Statepyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 4194304 - Equation of Statespark: 40000000 - 500 - Group By Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Broadcast Inner Join Test TimeCentOS Stream 9Clear Linux 369903747.5810.371088788.924098.84187775.7783808.91306750258.8463484.451271967.0516.26135517.467186364.51286293.40322923.09667284.3612812.452460.376233126.459473078.17934.267093379.7324.2913.9213.671071.7083.264414.942478.96233.339657.991478.6447224.7742731.931.91.32738.67565.62092.83286.67113.23112.93115.5099.273.0434.572.915.620.964.855.7740.281252691104563069479910932364431693188132591226024.352724.2951100.669622.417422.021525.5852234010306411153274873811384916.73704.17026.13022.91244.03017.586.62571.3281.03208.0307.53201.043.42635.7467866371131799.1120316.374346.38484.50541794731298.99635.12330.8701339297.911398073.70231.48244.38243.9549102284227.22189377.082018201.091931278.622406986.651847194.12200945.49131349.6010.5516866.1166938818556562074518710666008.71112427.20.281382.1633.04421.1158.80241.20816614.4173896.568713.04240.419540.8647297.81455.217123.91075.321219.48693.917787.25.406032.385632.159383.811553.68404697.282447.61637.957782015240580202614085223967483190.1500.27012.05126.72412.0971.7532.3568.6633.9562.6632.09020.0913955.046378.87975.880366.493819.631424.571451.6218.67239.864.5232.0085.478.2713.601.361.5098475600160709.19484.31648.7106.0569.2606.60595.41529.670135.0192.667111.920233.75088.8336.212.7925.0464.8233.37257.1582.890.0310.8640.2641.3751.9362.8780.3032.0780.1092.0600.2223336.535.211140633.723783.49145035.8695806.71342573199.6961843.011161464.6116.40140290.2115903941.88328235.14309299.86669368.1811244.9436452.6914924848.449658490.04893.848684030.9010692920.635.02.35173.188132.871195.934147.63192.06153.77163.87148.916.1582.432.945.740.985.025.7140.86105259102116406368289922415211978207780241015124.590324.7159161.93022.516822.224725.64672558102986911922851994173717905.812603.16807.82985.21621.33007.591.52522.5965.3993.13163.148.82613.2473026364209837.1477359.898050.47204.89161860796289.52535.04635.995485587.541760873.071994991.484003419.314236085.833826220.78386.79400.44400.3298083512867.332346688.32765192.672083152.812722264.502078925.13215488.10118161.8313.5617031.11913115183166587357857921119831.80.280531.6622.65618.1868.04638.3036244.1942370.368566.73701.278576.9549331.9668.38225.4479.08256.65950.54.640862.302512.126373.800803.64846728.040487.11612.27232018040503204044093224102485060.1320.2752.8625.82812.8131.8622.5298.5634.2442.9122.17920.4483620.857348.81572.128358.153245336837.85378.59142.6253.4636.1744.690267.38720.2133.052.0424.2564.2332.43253.2781.971.8542.24334.4513.0715.5915.17OpenBenchmarking.org

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MMAPCentOS Stream 9Clear Linux 369908001600240032004000SE +/- 34.11, N = 3SE +/- 1.76, N = 33747.583336.53-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: NUMACentOS Stream 9Clear Linux 369903691215SE +/- 0.02, N = 3SE +/- 0.01, N = 310.375.21-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: FutexClear Linux 36990CentOS Stream 9200K400K600K800K1000KSE +/- 60890.67, N = 15SE +/- 73263.26, N = 151140633.721088788.92-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MEMFDCentOS Stream 9Clear Linux 369909001800270036004500SE +/- 35.16, N = 3SE +/- 5.40, N = 34098.843783.49-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: AtomicCentOS Stream 9Clear Linux 3699040K80K120K160K200KSE +/- 3961.98, N = 15SE +/- 3304.16, N = 15187775.77145035.86-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CryptoClear Linux 36990CentOS Stream 920K40K60K80K100KSE +/- 22.86, N = 3SE +/- 289.31, N = 395806.7183808.91-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MallocClear Linux 36990CentOS Stream 970M140M210M280M350MSE +/- 1194169.90, N = 3SE +/- 452266.97, N = 3342573199.69306750258.84-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: ForkingCentOS Stream 9Clear Linux 3699014K28K42K56K70KSE +/- 123.25, N = 3SE +/- 173.91, N = 363484.4561843.01-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SENDFILECentOS Stream 9Clear Linux 36990300K600K900K1200K1500KSE +/- 2669.03, N = 3SE +/- 713.22, N = 31271967.051161464.61-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU CacheClear Linux 36990CentOS Stream 948121620SE +/- 0.18, N = 5SE +/- 0.13, N = 1016.4016.26-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU StressClear Linux 36990CentOS Stream 930K60K90K120K150KSE +/- 387.90, N = 3SE +/- 758.69, N = 3140290.21135517.46-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SemaphoresClear Linux 36990CentOS Stream 93M6M9M12M15MSE +/- 5152.27, N = 3SE +/- 27158.37, N = 315903941.887186364.51-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix MathClear Linux 36990CentOS Stream 970K140K210K280K350KSE +/- 272.45, N = 3SE +/- 512.51, N = 3328235.14286293.40-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector MathCentOS Stream 9Clear Linux 3699070K140K210K280K350KSE +/- 944.66, N = 3SE +/- 79.17, N = 3322923.09309299.86-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: x86_64 RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: x86_64 RdRandClear Linux 36990CentOS Stream 9140K280K420K560K700KSE +/- 30.50, N = 3SE +/- 2562.02, N = 3669368.18667284.36-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory CopyingCentOS Stream 9Clear Linux 369903K6K9K12K15KSE +/- 5.23, N = 3SE +/- 141.11, N = 312812.4511244.94-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Socket ActivityClear Linux 36990CentOS Stream 98K16K24K32K40KSE +/- 324.72, N = 3SE +/- 900.65, N = 1536452.692460.37-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Context SwitchingClear Linux 36990CentOS Stream 93M6M9M12M15MSE +/- 96811.45, N = 15SE +/- 78706.86, N = 314924848.446233126.45-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc C String FunctionsClear Linux 36990CentOS Stream 92M4M6M8M10MSE +/- 83362.05, N = 8SE +/- 103735.47, N = 49658490.049473078.17-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc Qsort Data SortingCentOS Stream 9Clear Linux 369902004006008001000SE +/- 2.69, N = 3SE +/- 1.09, N = 3934.26893.84-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: System V Message PassingClear Linux 36990CentOS Stream 92M4M6M8M10MSE +/- 1671.17, N = 3SE +/- 85352.98, N = 48684030.907093379.73-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Stress-NG

Test: IO_uring

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringClear Linux 369902M4M6M8M10MSE +/- 6299.40, N = 310692920.631. (CC) gcc options: -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 -std=gnu99 -lm -laio -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUCentOS Stream 9612182430SE +/- 0.02, N = 324.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 948121620SE +/- 0.00, N = 313.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUCentOS Stream 948121620SE +/- 0.02, N = 313.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUCentOS Stream 92004006008001000SE +/- 14.44, N = 121071.701. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 920406080100SE +/- 0.07, N = 383.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 99001800270036004500SE +/- 1.33, N = 34414.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUCentOS Stream 95001000150020002500SE +/- 1.20, N = 32478.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 950100150200250SE +/- 0.51, N = 3233.331. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 92K4K6K8K10KSE +/- 8.29, N = 39657.991. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 930060090012001500SE +/- 39.85, N = 151478.641. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: CPUCentOS Stream 910K20K30K40K50KSE +/- 99.47, N = 347224.771. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: CPUCentOS Stream 99K18K27K36K45KSE +/- 1567.95, N = 1542731.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipClear Linux 36990CentOS Stream 91.1252.253.3754.55.625SE +/- 0.03, N = 3SE +/- 0.01, N = 155.01.9

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 90.5291.0581.5872.1162.645SE +/- 0.003, N = 3SE +/- 0.001, N = 32.3511.327-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 91632486480SE +/- 0.40, N = 3SE +/- 0.30, N = 373.1938.68-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 9306090120150SE +/- 0.37, N = 3SE +/- 0.26, N = 3132.8765.62-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 94080120160200SE +/- 1.35, N = 3SE +/- 0.83, N = 3195.9392.83-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

Tuning: 7 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 9306090120150SE +/- 0.82, N = 3SE +/- 1.08, N = 4147.6386.67-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 94080120160200SE +/- 2.32, N = 4SE +/- 1.63, N = 3192.06113.23-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KClear Linux 36990CentOS Stream 9306090120150SE +/- 2.02, N = 3SE +/- 0.07, N = 3153.77112.93-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KClear Linux 36990CentOS Stream 94080120160200SE +/- 0.92, N = 3SE +/- 1.37, N = 4163.87115.50-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KClear Linux 36990CentOS Stream 9306090120150SE +/- 1.00, N = 3SE +/- 1.23, N = 3148.9199.27-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KClear Linux 36990CentOS Stream 9246810SE +/- 0.02, N = 3SE +/- 0.02, N = 36.153.04-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

x264

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4KClear Linux 36990CentOS Stream 920406080100SE +/- 1.11, N = 3SE +/- 0.49, N = 1582.4334.571. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaClear Linux 36990CentOS Stream 90.66151.3231.98452.6463.3075SE +/- 0.00, N = 3SE +/- 0.00, N = 32.942.91-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetClear Linux 36990CentOS Stream 91.29152.5833.87455.1666.4575SE +/- 0.00, N = 3SE +/- 0.01, N = 35.745.62-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomClear Linux 36990CentOS Stream 90.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 30.980.96-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsClear Linux 36990CentOS Stream 91.12952.2593.38854.5185.6475SE +/- 0.01, N = 3SE +/- 0.01, N = 35.024.85-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDCentOS Stream 9Clear Linux 369901.29832.59663.89495.19326.4915SE +/- 0.01, N = 3SE +/- 0.00, N = 35.775.71-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Clear Linux 36990CentOS Stream 9918273645SE +/- 0.05, N = 3SE +/- 0.08, N = 340.8640.28-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

ONNX Runtime

Model: GPT-2 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: ParallelCentOS Stream 9Clear Linux 3699011002200330044005500SE +/- 32.87, N = 3SE +/- 26.07, N = 352695259-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: GPT-2 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: StandardCentOS Stream 9Clear Linux 369902K4K6K8K10KSE +/- 388.59, N = 12SE +/- 346.22, N = 91104510211-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: yolov4 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 9140280420560700SE +/- 0.29, N = 3SE +/- 1.04, N = 3640630-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: yolov4 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardCentOS Stream 9Clear Linux 36990150300450600750SE +/- 1.17, N = 3SE +/- 12.00, N = 12694636-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: bertsquad-12 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 92004006008001000SE +/- 0.29, N = 3SE +/- 2.02, N = 3828799-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: bertsquad-12 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardCentOS Stream 9Clear Linux 369902004006008001000SE +/- 0.50, N = 3SE +/- 5.77, N = 31093992-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 950100150200250SE +/- 0.17, N = 3SE +/- 0.17, N = 3241236-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: StandardClear Linux 36990CentOS Stream 9110220330440550SE +/- 17.65, N = 12SE +/- 1.17, N = 3521443-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 9400800120016002000SE +/- 3.21, N = 3SE +/- 3.09, N = 319781693-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardClear Linux 36990CentOS Stream 9400800120016002000SE +/- 24.49, N = 12SE +/- 16.82, N = 1220771881-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: CPU - Executor: Parallel

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 92K4K6K8K10KSE +/- 8.23, N = 3SE +/- 4.91, N = 380243259-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: StandardCentOS Stream 9Clear Linux 369903K6K9K12K15KSE +/- 43.63, N = 3SE +/- 690.46, N = 121226010151-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeClear Linux 36990CentOS Stream 9612182430SE +/- 0.14, N = 3SE +/- 0.07, N = 324.5924.35

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeClear Linux 36990CentOS Stream 9612182430SE +/- 0.05, N = 3SE +/- 0.29, N = 324.7224.30

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeClear Linux 36990CentOS Stream 94080120160200SE +/- 0.68, N = 3SE +/- 0.72, N = 3161.93100.67

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeClear Linux 36990CentOS Stream 9510152025SE +/- 0.05, N = 3SE +/- 0.06, N = 322.5222.42

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeClear Linux 36990CentOS Stream 9510152025SE +/- 0.07, N = 3SE +/- 0.15, N = 322.2222.02

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeClear Linux 36990CentOS Stream 9612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 325.6525.59

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SwirlClear Linux 36990CentOS Stream 95001000150020002500SE +/- 14.50, N = 3SE +/- 10.48, N = 325582340-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: RotateCentOS Stream 9Clear Linux 369902004006008001000SE +/- 7.69, N = 15SE +/- 10.17, N = 310301029-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SharpenClear Linux 36990CentOS Stream 92004006008001000SE +/- 2.31, N = 3SE +/- 1.76, N = 3869641-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: EnhancedClear Linux 36990CentOS Stream 930060090012001500SE +/- 2.08, N = 3SE +/- 1.76, N = 311921153-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: ResizingClear Linux 36990CentOS Stream 96001200180024003000SE +/- 35.23, N = 4SE +/- 27.10, N = 328512748-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Noise-GaussianClear Linux 36990CentOS Stream 92004006008001000SE +/- 3.93, N = 3SE +/- 0.88, N = 3994738-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceClear Linux 36990CentOS Stream 9400800120016002000SE +/- 4.16, N = 3SE +/- 28.49, N = 1217371138-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lxml2-O21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lbz2 -lz -lm -lpthread

C-Blosc

Test: blosclz shuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz shuffleClear Linux 36990CentOS Stream 94K8K12K16K20KSE +/- 153.72, N = 15SE +/- 23.45, N = 317905.84916.71. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

C-Blosc

Test: blosclz bitshuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz bitshuffleClear Linux 36990CentOS Stream 93K6K9K12K15KSE +/- 20.65, N = 3SE +/- 6.11, N = 312603.13704.11. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedCentOS Stream 9Clear Linux 3699015003000450060007500SE +/- 78.16, N = 3SE +/- 4.17, N = 37026.16807.81. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedCentOS Stream 9Clear Linux 369906001200180024003000SE +/- 0.65, N = 2SE +/- 1.35, N = 33022.92985.21. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 36990CentOS Stream 930060090012001500SE +/- 15.83, N = 15SE +/- 18.11, N = 121621.31244.01. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCentOS Stream 9Clear Linux 369906001200180024003000SE +/- 6.19, N = 12SE +/- 4.36, N = 153017.53007.51. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedClear Linux 36990CentOS Stream 920406080100SE +/- 0.48, N = 3SE +/- 0.52, N = 391.586.61. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCentOS Stream 9Clear Linux 369906001200180024003000SE +/- 6.30, N = 3SE +/- 2.24, N = 32571.32522.51. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedClear Linux 36990CentOS Stream 92004006008001000SE +/- 7.62, N = 15SE +/- 4.03, N = 3969.1281.01. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedCentOS Stream 97001400210028003500SE +/- 13.60, N = 33208.01. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedClear Linux 36990CentOS Stream 92004006008001000SE +/- 3.84, N = 3SE +/- 0.78, N = 3995.9307.51. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedCentOS Stream 9Clear Linux 369907001400210028003500SE +/- 10.41, N = 33201.03163.11. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedClear Linux 36990CentOS Stream 91122334455SE +/- 0.37, N = 3SE +/- 0.45, N = 548.843.41. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedCentOS Stream 9Clear Linux 369906001200180024003000SE +/- 4.30, N = 5SE +/- 3.36, N = 32635.72613.21. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingClear Linux 36990CentOS Stream 9100K200K300K400K500KSE +/- 507.78, N = 3SE +/- 5624.44, N = 34730264678661. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCentOS Stream 9Clear Linux 3699080K160K240K320K400KSE +/- 2273.35, N = 3SE +/- 953.58, N = 33711313642091. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastClear Linux 36990CentOS Stream 92004006008001000SE +/- 1.80, N = 3SE +/- 3.69, N = 3837.15799.11-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumClear Linux 36990CentOS Stream 980160240320400SE +/- 1.16, N = 3SE +/- 2.47, N = 15359.90316.37-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughClear Linux 36990CentOS Stream 91122334455SE +/- 0.06, N = 3SE +/- 0.05, N = 350.4746.38-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveClear Linux 36990CentOS Stream 91.10062.20123.30184.40245.503SE +/- 0.0032, N = 3SE +/- 0.0017, N = 34.89164.5054-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeClear Linux 36990CentOS Stream 940M80M120M160M200MSE +/- 3123886.35, N = 15SE +/- 2364357.21, N = 15186079628179473129-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lgcov -m64 -lpthread -O3 -fno-exceptions -std=c++17 -pedantic -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -fno-peel-loops -fno-tracer -flto=jobserver

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareClear Linux 36990CentOS Stream 93691215SE +/- 0.033, N = 3SE +/- 0.002, N = 39.5258.996-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsCentOS Stream 9Clear Linux 36990816243240SE +/- 0.05, N = 3SE +/- 0.06, N = 335.1235.05-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinClear Linux 36990CentOS Stream 9816243240SE +/- 0.08, N = 3SE +/- 0.06, N = 336.0030.87-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.2.0Clear Linux 36990100K200K300K400K500KSE +/- 1855.84, N = 3485587.541. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1Clear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 66661.35, N = 12SE +/- 63962.41, N = 121760873.071339297.911. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10Clear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 83568.62, N = 13SE +/- 67672.39, N = 121994991.481398073.701. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients: 50 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1Clear Linux 36990900K1800K2700K3600K4500KSE +/- 10042.07, N = 34003419.311. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5Clear Linux 36990900K1800K2700K3600K4500KSE +/- 12346.26, N = 34236085.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1Clear Linux 36990800K1600K2400K3200K4000KSE +/- 16274.57, N = 33826220.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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 CacheClear Linux 36990CentOS Stream 980160240320400SE +/- 5.14, N = 12SE +/- 2.21, N = 15386.79231.48MIN: 51.15 / MAX: 20000MIN: 41.47 / MAX: 5454.551. 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 RunClear Linux 36990CentOS Stream 990180270360450SE +/- 5.40, N = 12SE +/- 1.48, N = 15400.44244.38MIN: 53.29 / MAX: 20000MIN: 44.09 / MAX: 5454.551. 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 RunClear Linux 36990CentOS Stream 990180270360450SE +/- 5.35, N = 12SE +/- 1.95, N = 15400.32243.95MIN: 54.25 / MAX: 20000MIN: 42.11 / MAX: 60001. ClickHouse server version 22.5.4.19 (official build).

Node.js Express HTTP Load Test

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestClear Linux 36990CentOS Stream 92K4K6K8K10KSE +/- 47.88, N = 3SE +/- 73.75, N = 15980849101. Nodejs

Redis

Test: GET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50Clear Linux 36990CentOS Stream 9800K1600K2400K3200K4000KSE +/- 3266.10, N = 3SE +/- 2019.92, N = 33512867.332284227.20-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50Clear Linux 36990CentOS Stream 9500K1000K1500K2000K2500KSE +/- 9831.09, N = 3SE +/- 29696.58, N = 32346688.302189377.08-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500Clear Linux 36990CentOS Stream 9600K1200K1800K2400K3000KSE +/- 22655.99, N = 3SE +/- 89203.76, N = 152765192.672018201.09-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Clear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 26407.67, N = 15SE +/- 47157.16, N = 122083152.811931278.62-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000Clear Linux 36990CentOS Stream 9600K1200K1800K2400K3000KSE +/- 23267.85, N = 3SE +/- 26860.41, N = 52722264.502406986.65-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000Clear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 21642.05, N = 5SE +/- 55692.46, N = 122078925.131847194.12-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

nginx

Concurrent Requests: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Clear Linux 36990CentOS Stream 950K100K150K200K250KSE +/- 255.31, N = 3SE +/- 1519.57, N = 3215488.10200945.49-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -lcrypt -lz -O3 -march=native

Apache HTTP Server

Concurrent Requests: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000CentOS Stream 9Clear Linux 3699030K60K90K120K150KSE +/- 1558.40, N = 15SE +/- 760.56, N = 3131349.60118161.83-O2-O3 -m64 -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -shared -fPIC

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkClear Linux 36990CentOS Stream 93691215SE +/- 0.03, N = 3SE +/- 0.06, N = 313.5610.55

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLClear Linux 36990CentOS Stream 94K8K12K16K20KSE +/- 134.27, N = 3SE +/- 205.54, N = 417031.116866.11. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 20222. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyClear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 57458.70, N = 12SE +/- 9583.19, N = 319131151669388-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyCentOS Stream 9Clear Linux 36990400K800K1200K1600K2000KSE +/- 30425.21, N = 12SE +/- 42947.24, N = 1218556561831665-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteClear Linux 36990CentOS Stream 920K40K60K80K100KSE +/- 149.93, N = 3SE +/- 21.44, N = 38735720745-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteClear Linux 36990CentOS Stream 920K40K60K80K100KSE +/- 119.89, N = 3SE +/- 32.56, N = 38579218710-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

InfluxDB

Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000CentOS Stream 9140K280K420K560K700KSE +/- 2481.53, N = 3666008.7

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLClear Linux 36990CentOS Stream 9200K400K600K800K1000KSE +/- 706.24, N = 3SE +/- 4686.71, N = 41119831.81112427.21. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 20222. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 36990CentOS Stream 90.06330.12660.18990.25320.3165SE +/- 0.00064, N = 3SE +/- 0.00094, N = 30.280530.28138

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultClear Linux 36990CentOS Stream 90.48670.97341.46011.94682.4335SE +/- 0.003, N = 3SE +/- 0.069, N = 151.6622.163-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff-O21. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Clear Linux 36990CentOS Stream 90.68491.36982.05472.73963.4245SE +/- 0.002, N = 3SE +/- 0.065, N = 152.6563.044-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff-O21. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessClear Linux 36990CentOS Stream 9510152025SE +/- 0.08, N = 3SE +/- 0.17, N = 318.1921.12-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff-O21. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionClear Linux 36990CentOS Stream 9246810SE +/- 0.002, N = 3SE +/- 0.061, N = 158.0468.802-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff-O21. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionClear Linux 36990CentOS Stream 9918273645SE +/- 0.04, N = 3SE +/- 0.22, N = 338.3041.21-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff-O21. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetClear Linux 36990CentOS Stream 94K8K12K16K20KSE +/- 370.01, N = 12SE +/- 5506.54, N = 126244.1916614.41

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4Clear Linux 36990CentOS Stream 916K32K48K64K80KSE +/- 2536.95, N = 15SE +/- 21727.22, N = 1542370.373896.5

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileClear Linux 36990CentOS Stream 915K30K45K60K75KSE +/- 935.16, N = 15SE +/- 3728.57, N = 1268566.768713.0

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatClear Linux 36990CentOS Stream 99001800270036004500SE +/- 75.96, N = 15SE +/- 499.70, N = 123701.274240.41

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantClear Linux 36990CentOS Stream 92K4K6K8K10KSE +/- 81.76, N = 6SE +/- 100.45, N = 38576.959540.86

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2CentOS Stream 9Clear Linux 3699011K22K33K44K55KSE +/- 268.62, N = 3SE +/- 583.51, N = 1547297.849331.9

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestClear Linux 36990CentOS Stream 930060090012001500SE +/- 6.83, N = 3SE +/- 6.85, N = 3668.31455.2MIN: 620.85 / MAX: 782.18MIN: 1315.52 / MAX: 1806.24

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensClear Linux 36990CentOS Stream 94K8K12K16K20KSE +/- 28.18, N = 3SE +/- 73.46, N = 38225.417123.9MIN: 8194.03 / MAX: 9046.37MIN: 16240.16 / MAX: 19195.87

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesClear Linux 36990CentOS Stream 92004006008001000SE +/- 1.10, N = 3SE +/- 11.23, N = 3479.01075.3MIN: 329.34 / MAX: 719.74MIN: 628.33 / MAX: 1551.11

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOClear Linux 36990CentOS Stream 95K10K15K20K25KSE +/- 56.26, N = 15SE +/- 296.93, N = 38256.621219.4MIN: 7799.33 / MAX: 12715.24MIN: 20627.9 / MAX: 32602.9

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsClear Linux 36990CentOS Stream 92K4K6K8K10KSE +/- 56.01, N = 3SE +/- 154.17, N = 125950.58693.9MIN: 5353.91 / MAX: 6140.39MIN: 6648.05 / MAX: 15659.82

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutCentOS Stream 94K8K12K16K20KSE +/- 197.42, N = 317787.2MIN: 17444.33 / MAX: 21383.13

oneDNN

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 91.21642.43283.64924.86566.082SE +/- 0.07618, N = 15SE +/- 0.32475, N = 154.640865.40603-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.55MIN: 3.281. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 90.53681.07361.61042.14722.684SE +/- 0.02882, N = 15SE +/- 0.07640, N = 152.302512.38563-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.76MIN: 1.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 90.48590.97181.45771.94362.4295SE +/- 0.00145, N = 3SE +/- 0.01538, N = 32.126372.15938-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.03MIN: 2.041. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 90.85761.71522.57283.43044.288SE +/- 0.00397, N = 3SE +/- 0.01173, N = 33.800803.81155-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.42MIN: 3.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 90.82891.65782.48673.31564.1445SE +/- 0.00647, N = 3SE +/- 0.03477, N = 143.648463.68404-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.53MIN: 3.541. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUCentOS Stream 9Clear Linux 36990160320480640800SE +/- 6.94, N = 12SE +/- 6.52, N = 15697.28728.04MIN: 605.85-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 651.841. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUCentOS Stream 9Clear Linux 36990110220330440550SE +/- 7.22, N = 15SE +/- 4.67, N = 15447.62487.12MIN: 376.51-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 431.071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 36990CentOS Stream 9918273645SE +/- 0.41, N = 12SE +/- 5.68, N = 1512.2737.96-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 9.86MIN: 3.481. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerCentOS Stream 9Clear Linux 369904K8K12K16K20KSE +/- 58.89, N = 3SE +/- 13.09, N = 32015220180-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerClear Linux 36990CentOS Stream 99K18K27K36K45KSE +/- 180.17, N = 3SE +/- 74.23, N = 34050340580-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerCentOS Stream 9Clear Linux 369904K8K12K16K20KSE +/- 49.21, N = 3SE +/- 50.10, N = 32026120404-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerCentOS Stream 9Clear Linux 369909K18K27K36K45KSE +/- 38.89, N = 3SE +/- 84.10, N = 34085240932-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerCentOS Stream 9Clear Linux 369905K10K15K20K25KSE +/- 79.25, N = 3SE +/- 16.17, N = 32396724102-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerCentOS Stream 9Clear Linux 3699010K20K30K40K50KSE +/- 81.93, N = 3SE +/- 111.95, N = 34831948506-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyClear Linux 36990CentOS Stream 90.03380.06760.10140.13520.169SE +/- 0.004, N = 12SE +/- 0.001, N = 30.1320.150-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyCentOS Stream 9Clear Linux 369900.06190.12380.18570.24760.3095SE +/- 0.005, N = 12SE +/- 0.007, N = 120.2700.275-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyClear Linux 36990CentOS Stream 93691215SE +/- 0.005, N = 3SE +/- 0.012, N = 32.86212.051-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyClear Linux 36990CentOS Stream 9612182430SE +/- 0.008, N = 3SE +/- 0.047, N = 35.82826.724-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Mobile Neural Network

Model: nasnet

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetCentOS Stream 9Clear Linux 369903691215SE +/- 0.23, N = 15SE +/- 0.09, N = 312.1012.81MIN: 10.54 / MAX: 23.03-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 12.47 / MAX: 16.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3CentOS Stream 9Clear Linux 369900.4190.8381.2571.6762.095SE +/- 0.020, N = 15SE +/- 0.017, N = 31.7531.862MIN: 1.61 / MAX: 4.19-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.81 / MAX: 2.511. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1CentOS Stream 9Clear Linux 369900.5691.1381.7072.2762.845SE +/- 0.050, N = 15SE +/- 0.014, N = 32.3562.529MIN: 2.03 / MAX: 5.76-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.48 / MAX: 2.831. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50Clear Linux 36990CentOS Stream 9246810SE +/- 0.071, N = 3SE +/- 0.088, N = 158.5638.663-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 8.16 / MAX: 9.67MIN: 7.71 / MAX: 20.481. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0CentOS Stream 9Clear Linux 369900.95491.90982.86473.81964.7745SE +/- 0.075, N = 15SE +/- 0.058, N = 33.9564.244MIN: 3.51 / MAX: 9.33-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.95 / MAX: 8.291. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224CentOS Stream 9Clear Linux 369900.65521.31041.96562.62083.276SE +/- 0.014, N = 15SE +/- 0.013, N = 32.6632.912MIN: 2.48 / MAX: 5.57-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.72 / MAX: 5.761. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0CentOS Stream 9Clear Linux 369900.49030.98061.47091.96122.4515SE +/- 0.047, N = 15SE +/- 0.016, N = 32.0902.179MIN: 1.76 / MAX: 3.93-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.08 / MAX: 2.411. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3CentOS Stream 9Clear Linux 36990510152025SE +/- 0.19, N = 15SE +/- 0.03, N = 320.0920.45MIN: 17.31 / MAX: 37.29-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 19.73 / MAX: 33.831. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetClear Linux 36990CentOS Stream 98001600240032004000SE +/- 1.46, N = 3SE +/- 27.70, N = 33620.863955.05-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3599.42 / MAX: 3730.48MIN: 3833.99 / MAX: 5510.151. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Clear Linux 36990CentOS Stream 980160240320400SE +/- 0.42, N = 3SE +/- 4.68, N = 4348.82378.88-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 346.87 / MAX: 355.44MIN: 371.88 / MAX: 634.441. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Clear Linux 36990CentOS Stream 920406080100SE +/- 0.57, N = 10SE +/- 0.78, N = 372.1375.88-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 71.03 / MAX: 78.39MIN: 74.63 / MAX: 111.71. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Clear Linux 36990CentOS Stream 980160240320400SE +/- 0.09, N = 3SE +/- 0.03, N = 3358.15366.49-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 357.28 / MAX: 366.82MIN: 366.26 / MAX: 366.871. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUCentOS Stream 92004006008001000SE +/- 0.67, N = 3819.63MIN: 519.3 / MAX: 967.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 930060090012001500SE +/- 0.41, N = 31424.57MIN: 1046.08 / MAX: 1657.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUCentOS Stream 930060090012001500SE +/- 1.03, N = 31451.62MIN: 1039.96 / MAX: 1708.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUCentOS Stream 9510152025SE +/- 0.29, N = 1218.67MIN: 11.54 / MAX: 79.431. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 950100150200250SE +/- 0.22, N = 3239.86MIN: 178.86 / MAX: 348.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 91.0172.0343.0514.0685.085SE +/- 0.00, N = 34.52MIN: 4.11 / MAX: 44.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUCentOS Stream 9714212835SE +/- 0.01, N = 332.00MIN: 21.78 / MAX: 67.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 920406080100SE +/- 0.18, N = 385.47MIN: 76.11 / MAX: 195.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 9246810SE +/- 0.01, N = 38.27MIN: 7.23 / MAX: 27.11. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 93691215SE +/- 0.30, N = 1513.60MIN: 8.57 / MAX: 68.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: CPUCentOS Stream 90.3060.6120.9181.2241.53SE +/- 0.00, N = 31.36MIN: 0.99 / MAX: 13.441. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: CPUCentOS Stream 90.33750.6751.01251.351.6875SE +/- 0.05, N = 151.50MIN: 0.34 / MAX: 29.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Clear Linux 36990CentOS Stream 92K4K6K8K10KSE +/- 29.40, N = 4SE +/- 54.95, N = 424539847

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonClear Linux 36990CentOS Stream 912002400360048006000SE +/- 7.13, N = 4SE +/- 189.31, N = 1636835600

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Stream 93K6K9K12K15KSE +/- 116.64, N = 416070

Unpacking The Linux Kernel

linux-5.19.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernel 5.19linux-5.19.tar.xzClear Linux 36990CentOS Stream 93691215SE +/- 0.002, N = 4SE +/- 0.116, N = 177.8539.194

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0Clear Linux 36990CentOS Stream 920406080100SE +/- 0.45, N = 3SE +/- 0.66, N = 378.5984.32-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2Clear Linux 36990CentOS Stream 91122334455SE +/- 0.10, N = 3SE +/- 0.53, N = 342.6348.71-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6Clear Linux 36990CentOS Stream 9246810SE +/- 0.026, N = 3SE +/- 0.037, N = 33.4636.056-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessClear Linux 36990CentOS Stream 93691215SE +/- 0.021, N = 3SE +/- 0.070, N = 156.1749.260-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessClear Linux 36990CentOS Stream 9246810SE +/- 0.012, N = 3SE +/- 0.073, N = 154.6906.605-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2Time To CompileCentOS Stream 920406080100SE +/- 0.27, N = 395.42

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigCentOS Stream 9714212835SE +/- 0.39, N = 1329.67

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaCentOS Stream 9Clear Linux 3699060120180240300SE +/- 0.23, N = 3SE +/- 0.26, N = 3135.02267.39

WebP2 Image Encode

Encode Settings: Default

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: DefaultCentOS Stream 90.60011.20021.80032.40043.0005SE +/- 0.033, N = 152.6671. (CXX) g++ options: -fno-rtti -O3

WebP2 Image Encode

Encode Settings: Quality 75, Compression Effort 7

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 75, Compression Effort 7CentOS Stream 9306090120150SE +/- 0.09, N = 3111.921. (CXX) g++ options: -fno-rtti -O3

WebP2 Image Encode

Encode Settings: Quality 95, Compression Effort 7

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 95, Compression Effort 7CentOS Stream 950100150200250SE +/- 0.09, N = 3233.751. (CXX) g++ options: -fno-rtti -O3

Apache Spark

Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeClear Linux 36990CentOS Stream 920406080100SE +/- 0.19, N = 15SE +/- 0.53, N = 320.2188.83

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkClear Linux 36990CentOS Stream 9816243240SE +/- 0.06, N = 15SE +/- 0.12, N = 333.0536.21

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeClear Linux 36990CentOS Stream 90.62781.25561.88342.51123.139SE +/- 0.04, N = 15SE +/- 0.09, N = 32.042.79

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: BMW27 - Compute: CPU-OnlyClear Linux 36990CentOS Stream 9612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 324.2525.04

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Classroom - Compute: CPU-OnlyClear Linux 36990CentOS Stream 91428425670SE +/- 0.20, N = 3SE +/- 0.04, N = 364.2364.82

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Fishy Cat - Compute: CPU-OnlyClear Linux 36990CentOS Stream 9816243240SE +/- 0.02, N = 3SE +/- 0.07, N = 332.4333.37

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Barbershop - Compute: CPU-OnlyClear Linux 36990CentOS Stream 960120180240300SE +/- 0.37, N = 3SE +/- 0.55, N = 3253.27257.15

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Pabellon Barcelona - Compute: CPU-OnlyClear Linux 36990CentOS Stream 920406080100SE +/- 0.10, N = 3SE +/- 0.02, N = 381.9782.89

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateCentOS Stream 90.0070.0140.0210.0280.035SE +/- 0.000, N = 30.031

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingCentOS Stream 90.19440.38880.58320.77760.972SE +/- 0.004, N = 30.864

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateCentOS Stream 90.05940.11880.17820.23760.297SE +/- 0.002, N = 30.264

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingCentOS Stream 90.30940.61880.92821.23761.547SE +/- 0.001, N = 31.375

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateClear Linux 36990CentOS Stream 90.43560.87121.30681.74242.178SE +/- 0.001, N = 3SE +/- 0.001, N = 31.8541.936

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingClear Linux 36990CentOS Stream 90.64761.29521.94282.59043.238SE +/- 0.001, N = 3SE +/- 0.033, N = 32.2432.878

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of StateCentOS Stream 90.06820.13640.20460.27280.341SE +/- 0.001, N = 30.303

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral MixingCentOS Stream 90.46760.93521.40281.87042.338SE +/- 0.024, N = 32.078

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateCentOS Stream 90.02450.0490.07350.0980.1225SE +/- 0.001, N = 30.109

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingCentOS Stream 90.46350.9271.39051.8542.3175SE +/- 0.004, N = 32.060

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of StateCentOS Stream 90.050.10.150.20.25SE +/- 0.003, N = 40.222

Apache Spark

Row Count: 40000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeClear Linux 36990816243240SE +/- 5.10, N = 234.45

Apache Spark

Row Count: 40000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeClear Linux 369903691215SE +/- 0.21, N = 213.07

Apache Spark

Row Count: 40000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeClear Linux 3699048121620SE +/- 0.23, N = 215.59

Apache Spark

Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeClear Linux 3699048121620SE +/- 0.83, N = 215.17


Phoronix Test Suite v10.8.4