EPYC Genoa Linux Distros

2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Clear Linux OS 37930 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2212312-NE-2212308NE86&rdt&grr.

EPYC Genoa Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379302 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeUbuntu 22.105.19.0-26-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-1ext41920x10802 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 0GB Ultra USB 3.0CentOS Stream 95.14.0-214.el9.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20221121xfs2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 257GB Flash DriveFedora Linux 376.0.15-300.fc37.x86_64 (x86_64)GCC 12.2.1 20221121640x480800GB INTEL SSDPF21Q800GBDebian6.0.0-6-amd64 (x86_64)GNOME Shell 43.1X Server 1.21.1.51.3.224GCC 12.2.0ext4800x6002 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 15GB Ultra USB 3.0VGA HDMIClear Linux OS 379306.1.1-1229.native (x86_64)X ServerGCC 12.2.1 20221229 releases/gcc-12.2.0-321-g4f1ece58a7 + Clang 15.0.4 + LLVM 15.0.4640x480OpenBenchmarking.orgKernel Details- Ubuntu 22.10: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madvise- Debian 12 Testing: Transparent Huge Pages: always- Clear Linux 37930: Transparent Huge Pages: alwaysCompiler Details- Ubuntu 22.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 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 - Fedora Server 37: --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-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Debian 12 Testing: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-w47ffq/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-w47ffq/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Clear Linux 37930: --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=sapphirerapids --with-zstd Processor Details- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- CentOS Stream 9: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Fedora Server 37: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Debian 12 Testing: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Clear Linux 37930: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)- Fedora Server 37: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)- Debian 12 Testing: OpenJDK Runtime Environment (build 17.0.5+8-Debian-2)- Clear Linux 37930: OpenJDK Runtime Environment (build 18.0.2-internal+0-adhoc.mockbuild.corretto-18-18.0.2.9.1)Python Details- Ubuntu 22.10: Python 3.10.7- CentOS Stream 9: Python 3.9.16- Fedora Server 37: Python 3.11.1- Debian 12 Testing: Python 3.10.9- Clear Linux 37930: Python 3.11.0Security Details- Ubuntu 22.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Fedora Server 37: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Debian 12 Testing: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Clear Linux 37930: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected Environment Details- Clear Linux 37930: 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,now -Wl,-z,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,now -Wl,-z,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 -std=gnu++17" 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,now -Wl,-z,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,now -Wl,-z,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""

EPYC Genoa Linux Distrosrenaissance: Akka Unbalanced Cobwebbed Treemysqlslap: 256openvkl: vklBenchmark ISPCrenaissance: ALS Movie Lensrenaissance: Apache Spark PageRankpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writecockroach: KV, 95% Reads - 1024cockroach: KV, 10% Reads - 128ospray: particle_volume/scivis/real_timewireguard: cockroach: KV, 50% Reads - 128ospray: particle_volume/pathtracer/real_timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - SHA-512 Benchmark Timeonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUcockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 512onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUcockroach: KV, 10% Reads - 512onednn: Recurrent Neural Network Inference - u8s8f32 - CPUospray: particle_volume/ao/real_timenwchem: C240 Buckyballcockroach: KV, 95% Reads - 512renaissance: Genetic Algorithm Using Jenetics + Futuresrenaissance: In-Memory Database Shootoutrenaissance: Finagle HTTP Requestscockroach: KV, 60% Reads - 128spark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframepgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlycompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedrenaissance: Scala Dottyospray: gravity_spheres_volume/dim_512/scivis/real_timecompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timebuild-linux-kernel: allmodconfigbuild-gem5: Time To Compilerenaissance: Apache Spark ALScompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedcockroach: KV, 10% Reads - 1024cockroach: KV, 95% Reads - 128build-linux-kernel: defconfigpyperformance: python_startuprenaissance: Rand Forestcockroach: MoVR - 128cockroach: MoVR - 1024cockroach: MoVR - 512numenta-nab: KNN CADnamd: ATPase Simulation - 327,506 Atomsgpaw: Carbon Nanotubeopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUnumenta-nab: Earthgecko Skylineopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUpyperformance: raytracebuild-nodejs: Time To Compilecassandra: Writespyperformance: 2to3renaissance: Apache Spark Bayesgromacs: MPI CPU - water_GMX50_barecompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingpyperformance: gonumenta-nab: Contextual Anomaly Detector OSEnumenta-nab: Bayesian Changepointpyperformance: django_templatepyperformance: json_loadsdacapobench: Tradebeanspyperformance: chaospyperformance: pathlibpyperformance: crypto_pyaespyperformance: regex_compilepyperformance: nbodypyperformance: floatpyperformance: pickle_pure_pythondacapobench: H2svt-av1: Preset 12 - Bosphorus 4Kphpbench: PHP Benchmark Suiteblender: Classroom - CPU-Onlypybench: Total For Average Test Timesoidn: RTLightmap.hdr.4096x4096openssl: openssl: svt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160numenta-nab: Relative Entropydacapobench: Jythonnumenta-nab: Windowed Gaussianembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian DragonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793032544.9328128521335.13265.444.828112450.154325269718.4161402956954.625586.542.7125387.53937011.3174.3169.214.2116.172711.972187.4342428.045989.739856.843058.32216.4530362.32819.8742.80851554.960113.42878.06819.212720.940495.99.298.0714.247.3014.8613.854.130.08629060353527.939.7692.943.09063468.886.543.855953.9255144.342140.4154692.54181.94220.731192.456347.225.55710.7770.0610.8611.7610.682.1380.1287023.2150.90149753.691262.7537.751266.3037.61250.59191.17471.17101.665.299052.6366.7869.9619163.4749.77963.354460.8676.71.18119916.924.3610984.866.497384.354.869845.21359100.060234467262790.718.576113717578708518238.42116.62636.316.8669576.715.387.411711383.73307176182.03085228321.138621.652918571.644112.2164.00066.2563.4410.05535054.850182.3976211.749828716.657913166030.52923.340.559123460.155322669716.3761565661954.938849.742.3283324.45450034.5227.20510.364.0110.902024.981834.6348074.451501.853059.954178.31812.7039678.92044.1442.361161494.91691.04740.812286.454048.510.426.359.005.5010.0811.633.800.09027765963812.955.2629.143.53803901.1113.544.024153.7762157.5891576.54679.94900.739412.165223.318.0857.67592.7936.3937.0936.274.0460.12934140.9290.55142443.10889.8953.71886.8953.87251.14190.76471.76101.655.299059.4967.69510.0518953.4450.47949.625013.3970.30.98115292.434.3610981.966.517358.644.889793.5546277.994243423274471.816.6391229727138944323046.54122.37943.718.8410497.815.91011351291023954212263.55177682120.569761.402927055.044352.6226.80394.2643.019.96933344.322180.7475212.745832435.545112588783.22766.742.542117720.163307579812.1372970055610.331400.441.9580358.34842943.9174.9432520.372105.2944065.748661.945199.649104.12068.1734135.12445.1741.891757977.82798.511080.744400.80.09127605943803.343.0700.242.58433714.596.143.480553.1350162.9031848.44421.54326.435127.050569.822.31410.1815.9545.8548.2544.070.8300.13139139.8890.91146533.101332.0435.761322.8636.04253.35189.09477.15100.475.418867.0559.50510.0818954.9150.79943.694749.3644.71.21116674.854.4210836.106.627232.284.939708.74268229655.118.759111879967234513232.78315.02630.818.062.514.468.810592.867.42666264167.15182118021.459071.452872414.243315.7155.20866.3813.0710.37135724.123177.7106208.984830060.1131420486.12495.054.63191550.163307926515.1032135354983.425384.142.6685372.29236742.7175.2649.093.508.582403.101878.5941466.047174.840757.246224.31861.5430325.02073.3842.59261501.160291.12987.610566.441528.68.907.0713.555.227.2011.163.370.09027750733569.142.7599.243.94283521.298.044.801354.4148129.2664473.54237.24359.531908.756540.723.27310.7773.0616.1612.4612.481.8450.1297121.7650.90149915.99882.4454.09881.3554.15250.79191.05469.61102.035.219192.3565.1049.9619174.5450.25954.294579.9653.11.19117428.874.3610996.316.517356.964.869838.8235996.050264531.518.4761235712143783418238.34416.70236.316.778.215.591.011711282.73305387178.35684551620.528581.612895201.043853.4160.15466.9913.4010.43633355.078181.3387213.155129149.767113208553.22504.17.466672180.15831723713.4987147043.0330256.592229.0041375.581042.8071018.521387.8142.87021666.210729.90.08828445263847.555.7579.743.67953840.0115.744.449154.37291836.34640.44891.07.89586.666.4790.1284454.2064993.31065.7229199386.31208904120608111529.55918.33126.716.355.41262.389.578.157.52353564264.958195735720.607621.422927136.743967.2258.32895.4583.079.90231203.740180.0090211.4999OpenBenchmarking.org

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379307K14K21K28K35KSE +/- 188.80, N = 3SE +/- 307.26, N = 5SE +/- 334.94, N = 4SE +/- 303.55, N = 9SE +/- 250.28, N = 332544.928716.632435.530060.129149.7MIN: 24552.33 / MAX: 32901.57MIN: 18893.22 / MAX: 29553.21MIN: 23254.6 / MAX: 33407.51MIN: 19952.2 / MAX: 31118.56MIN: 18342.43 / MAX: 29534.78

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10CentOS Stream 9Fedora Server 37Clear Linux 37930140280420560700SE +/- 6.00, N = 8SE +/- 5.27, N = 7SE +/- 1.65, N = 3SE +/- 4.15, N = 3328579451671-shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 -shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793030060090012001500SE +/- 2.52, N = 3SE +/- 15.10, N = 3SE +/- 11.66, N = 7SE +/- 14.34, N = 3SE +/- 14.33, N = 412851316125813141320MIN: 328 / MAX: 3941MIN: 331 / MAX: 4903MIN: 330 / MAX: 5417MIN: 327 / MAX: 5212MIN: 332 / MAX: 5581

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379305K10K15K20K25KSE +/- 192.60, N = 9SE +/- 23.39, N = 3SE +/- 74.67, N = 3SE +/- 158.94, N = 3SE +/- 107.66, N = 321335.16030.58783.220486.18553.2MIN: 18879.72 / MAX: 25695.67MIN: 5918.45 / MAX: 6465.34MIN: 8639.99 / MAX: 10237.18MIN: 20168.69 / MAX: 23895.94MIN: 8074.9 / MAX: 9678.26

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379307001400210028003500SE +/- 28.02, N = 15SE +/- 21.88, N = 15SE +/- 32.20, N = 15SE +/- 28.78, N = 15SE +/- 22.33, N = 153265.42923.32766.72495.02504.1MIN: 2655.41 / MAX: 3881.15MIN: 2403.03 / MAX: 3206.49MIN: 2189.29 / MAX: 3157.41MIN: 2080.31 / MAX: 2753.19MIN: 2036.9 / MAX: 2708.22

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301224364860SE +/- 1.200, N = 12SE +/- 0.471, N = 12SE +/- 0.513, N = 12SE +/- 0.628, N = 3SE +/- 0.131, N = 1244.82840.55942.54254.6317.466-O2-O2-O2-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

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793014K28K42K56K70KSE +/- 309.57, N = 12SE +/- 143.18, N = 12SE +/- 142.54, N = 12SE +/- 105.07, N = 3SE +/- 1306.16, N = 12112451234611772915567218-O2-O2-O2-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

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379300.03670.07340.11010.14680.1835SE +/- 0.001, N = 3SE +/- 0.001, N = 7SE +/- 0.001, N = 12SE +/- 0.002, N = 12SE +/- 0.002, N = 120.1540.1550.1630.1630.158-O2-O2-O2-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

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 30412.80, N = 7SE +/- 26205.32, N = 12SE +/- 33665.26, N = 12SE +/- 31057.60, N = 1232526973226697307579830792653172371-O2-O2-O2-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

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930510152025SE +/- 0.867, N = 12SE +/- 0.663, N = 12SE +/- 2.265, N = 9SE +/- 2.522, N = 9SE +/- 0.010, N = 318.41616.37612.13715.1033.498-O2-O2-O2-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

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793015K30K45K60K75KSE +/- 903.13, N = 12SE +/- 886.38, N = 12SE +/- 6441.82, N = 9SE +/- 3703.04, N = 9SE +/- 209.50, N = 31402915656297002135371470-O2-O2-O2-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

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing13K26K39K52K65KSE +/- 1556.62, N = 15SE +/- 1322.12, N = 12SE +/- 1404.90, N = 15SE +/- 1825.65, N = 1556954.661954.955610.354983.4

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing8K16K24K32K40KSE +/- 322.46, N = 15SE +/- 411.94, N = 15SE +/- 453.10, N = 12SE +/- 346.35, N = 1525586.538849.731400.425384.1

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301020304050SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 342.7142.3341.9642.6743.03

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793080160240320400SE +/- 2.72, N = 3SE +/- 1.38, N = 3SE +/- 3.56, N = 3SE +/- 4.66, N = 3SE +/- 0.50, N = 3387.54324.45358.35372.29256.59

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing11K22K33K44K55KSE +/- 356.72, N = 15SE +/- 329.62, N = 14SE +/- 201.56, N = 3SE +/- 398.24, N = 1537011.350034.542943.936742.7

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793050100150200250SE +/- 1.42, N = 3SE +/- 0.76, N = 3SE +/- 0.88, N = 3SE +/- 0.24, N = 3SE +/- 0.48, N = 3174.32227.21174.94175.26229.00

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkUbuntu 22.10CentOS Stream 9Debian 12 Testing3691215SE +/- 0.06, N = 15SE +/- 0.02, N = 15SE +/- 0.06, N = 159.2110.369.09

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.10CentOS Stream 9Debian 12 Testing0.94731.89462.84193.78924.7365SE +/- 0.10, N = 15SE +/- 0.15, N = 15SE +/- 0.06, N = 154.214.013.50

Apache Spark

Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing48121620SE +/- 0.14, N = 15SE +/- 0.13, N = 15SE +/- 0.16, N = 1516.1710.908.58

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379306001200180024003000SE +/- 30.01, N = 15SE +/- 5.15, N = 3SE +/- 49.58, N = 15SE +/- 330.50, N = 12SE +/- 14.36, N = 32711.972024.982520.372403.101375.58MIN: 2500.56MIN: 2003.52MIN: 2153.34MIN: 1739.33-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1302.281. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379305001000150020002500SE +/- 36.42, N = 15SE +/- 7.09, N = 3SE +/- 43.12, N = 12SE +/- 1.46, N = 3SE +/- 9.99, N = 152187.431834.632105.291878.591042.81MIN: 1887.97MIN: 1815.46MIN: 1721.05MIN: 1840.93-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 914.171. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing10K20K30K40K50KSE +/- 505.70, N = 4SE +/- 683.53, N = 15SE +/- 556.43, N = 15SE +/- 596.51, N = 342428.048074.444065.741466.0

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing11K22K33K44K55KSE +/- 419.66, N = 15SE +/- 976.86, N = 15SE +/- 572.73, N = 3SE +/- 537.91, N = 345989.751501.848661.947174.8

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing11K22K33K44K55KSE +/- 263.98, N = 15SE +/- 165.79, N = 3SE +/- 369.59, N = 3SE +/- 309.59, N = 1539856.853059.945199.640757.2

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing12K24K36K48K60KSE +/- 340.08, N = 15SE +/- 718.51, N = 15SE +/- 339.30, N = 3SE +/- 409.24, N = 343058.354178.349104.146224.3

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379305001000150020002500SE +/- 37.53, N = 12SE +/- 13.72, N = 3SE +/- 50.07, N = 15SE +/- 45.52, N = 12SE +/- 3.82, N = 32216.451812.702068.171861.541018.52MIN: 1956.5MIN: 1778.43MIN: 1616.01MIN: 1396.7-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 988.361. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing8K16K24K32K40KSE +/- 323.23, N = 4SE +/- 311.20, N = 10SE +/- 149.58, N = 3SE +/- 245.85, N = 1530362.339678.934135.130325.0

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379306001200180024003000SE +/- 37.19, N = 3SE +/- 13.20, N = 3SE +/- 44.40, N = 15SE +/- 34.43, N = 15SE +/- 1.50, N = 32819.872044.142445.172073.381387.81MIN: 2632.58MIN: 2012.73MIN: 2084.26MIN: 1806.58-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1342.591. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301020304050SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.23, N = 3SE +/- 0.24, N = 342.8142.3641.8942.5942.87

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 22.10Debian 12 Testing300600900120015001554.91501.11. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing13K26K39K52K65KSE +/- 436.18, N = 3SE +/- 1059.48, N = 15SE +/- 581.80, N = 6SE +/- 406.54, N = 360113.461494.957977.860291.1

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379306001200180024003000SE +/- 9.65, N = 3SE +/- 11.25, N = 15SE +/- 19.72, N = 3SE +/- 31.39, N = 3SE +/- 6.84, N = 32878.01691.02798.52987.61666.2MIN: 2703.32 / MAX: 2993.07MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59MIN: 2639.99 / MAX: 3257.24MIN: 1597.23 / MAX: 1783.99

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutUbuntu 22.10CentOS Stream 915003000450060007500SE +/- 49.85, N = 12SE +/- 57.62, N = 156819.24740.8MIN: 6195.68 / MAX: 9376.89MIN: 4254.57 / MAX: 7513.03

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379303K6K9K12K15KSE +/- 50.48, N = 3SE +/- 58.98, N = 3SE +/- 35.06, N = 3SE +/- 36.81, N = 3SE +/- 95.81, N = 712720.912286.411080.710566.410729.9MIN: 11580.19 / MAX: 12819.18MIN: 11309.31 / MAX: 12381.79MIN: 9893.27 / MAX: 11796.43MIN: 9521.61 / MAX: 10826.11MIN: 9571 / MAX: 11088.25

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing12K24K36K48K60KSE +/- 512.79, N = 3SE +/- 481.43, N = 3SE +/- 428.40, N = 15SE +/- 288.68, N = 340495.954048.544400.841528.6

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkUbuntu 22.10CentOS Stream 9Debian 12 Testing3691215SE +/- 0.21, N = 3SE +/- 0.02, N = 15SE +/- 0.05, N = 159.2910.428.90

Apache Spark

Row Count: 10000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing246810SE +/- 0.32, N = 3SE +/- 0.08, N = 14SE +/- 0.14, N = 88.076.357.07

Apache Spark

Row Count: 10000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing48121620SE +/- 0.90, N = 3SE +/- 0.30, N = 14SE +/- 0.61, N = 814.249.0013.55

Apache Spark

Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing246810SE +/- 0.40, N = 3SE +/- 0.09, N = 14SE +/- 0.27, N = 87.305.505.22

Apache Spark

Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing48121620SE +/- 0.09, N = 3SE +/- 0.09, N = 15SE +/- 0.13, N = 1514.8610.087.20

Apache Spark

Row Count: 10000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeUbuntu 22.10CentOS Stream 9Debian 12 Testing48121620SE +/- 0.33, N = 3SE +/- 0.83, N = 14SE +/- 0.12, N = 813.8511.6311.16

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeUbuntu 22.10CentOS Stream 9Debian 12 Testing0.92931.85862.78793.71724.6465SE +/- 0.17, N = 3SE +/- 0.10, N = 15SE +/- 0.06, N = 154.133.803.37

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379300.02050.0410.06150.0820.1025SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0860.0900.0910.0900.088-O2-O2-O2-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

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930600K1200K1800K2400K3000KSE +/- 7713.61, N = 3SE +/- 9449.08, N = 3SE +/- 5487.30, N = 3SE +/- 38767.56, N = 3SE +/- 17801.68, N = 329060352776596276059427750732844526-O2-O2-O2-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

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379308001600240032004000SE +/- 13.38, N = 15SE +/- 2.37, N = 12SE +/- 41.20, N = 3SE +/- 1.32, N = 15SE +/- 3.49, N = 33527.93812.93803.33569.13847.51. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** 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 SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301326395265SE +/- 0.28, N = 15SE +/- 0.95, N = 12SE +/- 0.40, N = 3SE +/- 0.76, N = 15SE +/- 0.26, N = 339.755.243.042.755.71. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930150300450600750SE +/- 12.66, N = 12SE +/- 6.35, N = 5SE +/- 10.54, N = 15SE +/- 1.88, N = 3SE +/- 1.84, N = 3692.9629.1700.2599.2579.7MIN: 552.39 / MAX: 1130.25MIN: 530.57 / MAX: 985.94MIN: 515.06 / MAX: 1185.79MIN: 501.12 / MAX: 1011.16MIN: 493.92 / MAX: 941.38

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_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301020304050SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 343.0943.5442.5843.9443.68

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379308001600240032004000SE +/- 11.07, N = 12SE +/- 7.00, N = 3SE +/- 12.53, N = 7SE +/- 2.60, N = 15SE +/- 5.91, N = 33468.83901.13714.53521.23840.01. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** 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 SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930306090120150SE +/- 1.84, N = 12SE +/- 1.54, N = 3SE +/- 0.84, N = 7SE +/- 1.76, N = 15SE +/- 0.52, N = 386.5113.596.198.0115.71. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301020304050SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 343.8644.0243.4844.8044.45

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_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301224364860SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 353.9353.7853.1454.4154.37

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 22.10Fedora Server 37Debian 12 Testing4080120160200SE +/- 0.34, N = 3SE +/- 1.58, N = 3SE +/- 0.72, N = 3144.34162.90129.27

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10CentOS Stream 9306090120150SE +/- 0.71, N = 3SE +/- 1.41, N = 7140.42157.59

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793010002000300040005000SE +/- 59.28, N = 3SE +/- 5.68, N = 3SE +/- 10.61, N = 3SE +/- 30.43, N = 3SE +/- 15.59, N = 34692.51576.51848.44473.51836.3MIN: 4127.65 / MAX: 5167.1MIN: 1459.6 / MAX: 1753.97MIN: 1638.44 / MAX: 2511.81MIN: 3752.86 / MAX: 4845.97MIN: 1716.22 / MAX: 2144.14

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793010002000300040005000SE +/- 2.85, N = 3SE +/- 1.95, N = 15SE +/- 28.83, N = 15SE +/- 16.72, N = 3SE +/- 0.38, N = 34181.94679.94421.54237.24640.41. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** 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 SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793011002200330044005500SE +/- 35.39, N = 3SE +/- 41.70, N = 15SE +/- 65.04, N = 15SE +/- 47.13, N = 3SE +/- 60.30, N = 34220.74900.74326.44359.54891.01. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing8K16K24K32K40KSE +/- 241.56, N = 3SE +/- 464.92, N = 3SE +/- 229.36, N = 3SE +/- 234.46, N = 331192.439412.135127.031908.7

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing14K28K42K56K70KSE +/- 200.15, N = 3SE +/- 628.54, N = 3SE +/- 579.24, N = 3SE +/- 533.57, N = 356347.265223.350569.856540.7

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing612182430SE +/- 0.16, N = 15SE +/- 0.12, N = 13SE +/- 0.15, N = 14SE +/- 0.17, N = 1225.5618.0922.3123.27

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379303691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 310.707.6710.1010.707.89

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379302004006008001000SE +/- 9.21, N = 3SE +/- 5.43, N = 7SE +/- 7.61, N = 7SE +/- 10.96, N = 3SE +/- 4.19, N = 12770.0592.7815.9773.0586.6MIN: 616.18 / MAX: 1004MIN: 527.25 / MAX: 739.58MIN: 683.47 / MAX: 1022MIN: 655.1 / MAX: 940.2MIN: 517.55 / MAX: 716.89

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2004006008001000SE +/- 2.40, N = 3SE +/- 0.95, N = 3SE +/- 0.44, N = 3SE +/- 1.42, N = 3610.8936.3545.8616.1

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2004006008001000SE +/- 1.15, N = 3SE +/- 1.58, N = 3SE +/- 1.08, N = 3SE +/- 1.93, N = 3611.7937.0548.2612.4

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2004006008001000SE +/- 0.90, N = 3SE +/- 6.55, N = 3SE +/- 1.45, N = 3SE +/- 1.96, N = 3610.6936.2544.0612.4

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793020406080100SE +/- 0.69, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 382.1474.0570.8381.8566.48

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379300.02960.05920.08880.11840.148SE +/- 0.00010, N = 3SE +/- 0.00018, N = 3SE +/- 0.00053, N = 3SE +/- 0.00147, N = 3SE +/- 0.00023, N = 30.128700.129340.131390.129710.12844

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing306090120150SE +/- 0.13, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 323.22140.93139.8921.77-fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c99-fexceptions -pipe -m64 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing0.20480.40960.61440.81921.024SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 30.900.550.910.90-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-pie -ldl - MIN: 0.5 / MAX: 28.36-pie -ldl - MIN: 0.51 / MAX: 45.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 13.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing30K60K90K120K150KSE +/- 2082.25, N = 3SE +/- 1753.42, N = 4SE +/- 1959.90, N = 3SE +/- 775.30, N = 3149753.69142443.10146533.10149915.99-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing30060090012001500SE +/- 5.19, N = 3SE +/- 0.66, N = 3SE +/- 4.57, N = 3SE +/- 0.04, N = 31262.75889.891332.04882.44-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-pie -ldl - MIN: 773.74 / MAX: 1094.62-pie -ldl - MIN: 835.26 / MAX: 2178.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 745.32 / MAX: 1079.531. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing1224364860SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 337.7553.7135.7654.09-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing30060090012001500SE +/- 3.25, N = 3SE +/- 0.53, N = 3SE +/- 4.48, N = 3SE +/- 0.48, N = 31266.30886.891322.86881.35-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-pie -ldl - MIN: 734.54 / MAX: 1028.62-pie -ldl - MIN: 853.35 / MAX: 2120.83-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 736.23 / MAX: 1078.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing1224364860SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 337.6153.8736.0454.15-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing60120180240300SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3250.59251.14253.35250.79-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-pie -ldl - MIN: 208.19 / MAX: 281.71-pie -ldl - MIN: 212.96 / MAX: 347.54-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 211.8 / MAX: 317.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing4080120160200SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3191.17190.76189.09191.05-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing100200300400500SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.24, N = 3471.17471.76477.15469.61-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.01-pie -ldl - MIN: 457.05 / MAX: 512.99-pie -ldl - MIN: 442.5 / MAX: 604.18-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 410.03 / MAX: 556.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing20406080100SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3101.66101.65100.47102.03-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing1.21732.43463.65194.86926.0865SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.295.295.415.21-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.85 / MAX: 52.21-pie -ldl - MIN: 4.51 / MAX: 42.82-pie -ldl - MIN: 4.89 / MAX: 64.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.71 / MAX: 32.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2K4K6K8K10KSE +/- 5.92, N = 3SE +/- 4.16, N = 3SE +/- 10.24, N = 3SE +/- 4.45, N = 39052.639059.498867.059192.35-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301530456075SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 366.7967.7059.5165.1054.21

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 39.9610.0510.089.96-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-pie -ldl - MIN: 8.3 / MAX: 70.82-pie -ldl - MIN: 8.17 / MAX: 56.46-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.96 / MAX: 50.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing4K8K12K16K20KSE +/- 4.32, N = 3SE +/- 23.50, N = 3SE +/- 11.26, N = 3SE +/- 3.78, N = 319163.4718953.4418954.9119174.54-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing1122334455SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 349.7750.4750.7950.25-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-pie -ldl - MIN: 37.65 / MAX: 133.01-pie -ldl - MIN: 40.6 / MAX: 252.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 38.07 / MAX: 138.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2004006008001000SE +/- 2.06, N = 3SE +/- 0.17, N = 3SE +/- 1.87, N = 3SE +/- 0.86, N = 3963.35949.62943.69954.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793011002200330044005500SE +/- 6.47, N = 3SE +/- 2.82, N = 15SE +/- 88.02, N = 3SE +/- 4.11, N = 3SE +/- 1.84, N = 34460.85013.34749.34579.94993.31. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379302004006008001000SE +/- 2.43, N = 3SE +/- 6.55, N = 15SE +/- 5.37, N = 3SE +/- 3.39, N = 3SE +/- 10.46, N = 3676.7970.3644.7653.11065.71. Ubuntu 22.10: *** 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 ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing0.27230.54460.81691.08921.3615SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.180.981.211.19-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-pie -ldl - MIN: 0.86 / MAX: 20.91-pie -ldl - MIN: 0.85 / MAX: 37.6-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 17.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing30K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 491.67, N = 3SE +/- 70.93, N = 3SE +/- 404.67, N = 3119916.92115292.43116674.85117428.87-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing0.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.364.364.424.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-pie -ldl - MIN: 3.56 / MAX: 29.67-pie -ldl - MIN: 3.59 / MAX: 71.8-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.67 / MAX: 41.41. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2K4K6K8K10KSE +/- 1.10, N = 3SE +/- 8.34, N = 3SE +/- 1.62, N = 3SE +/- 5.33, N = 310984.8610981.9610836.1010996.31-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.496.516.626.51-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-pie -ldl - MIN: 5.5 / MAX: 35.37-pie -ldl - MIN: 5.24 / MAX: 87.52-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.51 / MAX: 47.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing16003200480064008000SE +/- 1.41, N = 3SE +/- 5.01, N = 3SE +/- 8.70, N = 3SE +/- 1.53, N = 37384.357358.647232.287356.96-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing1.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.864.884.934.86-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-pie -ldl - MIN: 3.99 / MAX: 44.64-pie -ldl - MIN: 4.21 / MAX: 45.76-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.18 / MAX: 33.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing2K4K6K8K10KSE +/- 1.37, N = 3SE +/- 1.35, N = 3SE +/- 3.79, N = 3SE +/- 0.96, N = 39845.219793.559708.749838.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930100200300400500SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3359462268359229

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10CentOS Stream 9Debian 12 Testing20406080100SE +/- 0.35, N = 3SE +/- 0.51, N = 3SE +/- 0.02, N = 3100.0677.9996.05

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10CentOS Stream 950K100K150K200K250KSE +/- 2145.84, N = 3SE +/- 638.52, N = 3234467243423

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793060120180240300SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3262274229264199

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379302004006008001000SE +/- 7.05, N = 3SE +/- 2.67, N = 3SE +/- 3.27, N = 3SE +/- 3.60, N = 3SE +/- 3.25, N = 15790.7471.8655.1531.5386.3MIN: 421.92 / MAX: 1358.68MIN: 279.75 / MAX: 1172.44MIN: 345.98 / MAX: 897.06MIN: 353.45 / MAX: 893.39MIN: 233.83 / MAX: 914.06

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 Testing510152025SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 318.5816.6418.7618.481. (CXX) g++ options: -O3

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930300K600K900K1200K1500KSE +/- 26469.97, N = 3SE +/- 9785.85, N = 3SE +/- 18301.88, N = 3SE +/- 1884.87, N = 3SE +/- 5092.03, N = 3113717512297271118799123571212089041. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930300K600K900K1200K1500KSE +/- 3348.48, N = 3SE +/- 974.94, N = 3SE +/- 1603.43, N = 3SE +/- 3630.17, N = 3SE +/- 13283.26, N = 37870851389443672345143783412060811. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793050100150200250SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3182230132182115

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301122334455SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.02, N = 338.4246.5432.7838.3429.56

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930510152025SE +/- 0.09, N = 3SE +/- 0.20, N = 7SE +/- 0.11, N = 15SE +/- 0.15, N = 3SE +/- 0.12, N = 316.6322.3815.0316.7018.33

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301020304050SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 336.343.730.836.326.7

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 316.818.818.016.716.3

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 22.10CentOS Stream 914002800420056007000SE +/- 80.92, N = 20SE +/- 84.87, N = 2066954104

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793020406080100SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 376.797.862.578.255.4

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793048121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 315.315.914.415.512.0

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793020406080100SE +/- 0.20, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 387.4101.068.891.062.3

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.03, N = 3117.0135.0105.0117.089.5

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930306090120150SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3113.0129.092.8112.078.1

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793020406080100SE +/- 0.36, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 383.7102.067.482.757.5

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793090180270360450SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3330395266330235

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793015003000450060007500SE +/- 88.67, N = 4SE +/- 73.81, N = 20SE +/- 58.77, N = 7SE +/- 47.58, N = 8SE +/- 36.02, N = 671764212626453873564

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793060120180240300SE +/- 1.31, N = 15SE +/- 4.83, N = 15SE +/- 1.97, N = 3SE +/- 2.88, N = 15SE +/- 5.91, N = 15182.03263.55167.15178.36264.96-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930400K800K1200K1600K2000KSE +/- 3164.42, N = 3SE +/- 4303.11, N = 3SE +/- 1707.89, N = 3SE +/- 3662.00, N = 3SE +/- 20560.60, N = 38522837768218211808455161957357

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930510152025SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 321.1320.5621.4520.5220.60

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379302004006008001000SE +/- 6.66, N = 3SE +/- 1.15, N = 3SE +/- 2.96, N = 3SE +/- 1.15, N = 3SE +/- 1.76, N = 3862976907858762

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379300.37130.74261.11391.48521.8565SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.651.401.451.611.42

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930600K1200K1800K2400K3000KSE +/- 14395.43, N = 3SE +/- 508.56, N = 3SE +/- 30.18, N = 3SE +/- 594.05, N = 3SE +/- 14755.96, N = 32918571.62927055.02872414.22895201.02927136.71. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379309K18K27K36K45KSE +/- 212.14, N = 3SE +/- 4.25, N = 3SE +/- 4.46, N = 3SE +/- 5.64, N = 3SE +/- 231.98, N = 344112.244352.643315.743853.443967.21. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793060120180240300SE +/- 1.98, N = 4SE +/- 3.69, N = 15SE +/- 1.13, N = 3SE +/- 1.34, N = 15SE +/- 3.14, N = 15164.00226.80155.21160.15258.33-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (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 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793020406080100SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.32, N = 3SE +/- 0.79, N = 366.2694.2666.3866.9995.46-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379300.7741.5482.3223.0963.87SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.443.013.073.403.07

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379303691215SE +/- 0.118, N = 3SE +/- 0.016, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 3SE +/- 0.061, N = 310.0559.96910.37110.4369.902

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379308001600240032004000SE +/- 9.21, N = 4SE +/- 8.11, N = 4SE +/- 2.60, N = 4SE +/- 15.30, N = 4SE +/- 10.85, N = 435053334357233353120

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379301.14262.28523.42784.57045.713SE +/- 0.061, N = 3SE +/- 0.030, N = 3SE +/- 0.011, N = 3SE +/- 0.027, N = 3SE +/- 0.021, N = 34.8504.3224.1235.0783.740

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 379304080120160200SE +/- 0.45, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.54, N = 3SE +/- 0.73, N = 3182.40180.75177.71181.34180.01MIN: 131.93 / MAX: 211.14MIN: 134.63 / MAX: 202.84MIN: 130.43 / MAX: 201.93MIN: 131.33 / MAX: 208.86MIN: 143.11 / MAX: 203.2

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793050100150200250SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.52, N = 3SE +/- 0.39, N = 3SE +/- 0.71, N = 3211.75212.75208.98213.16211.50MIN: 206.83 / MAX: 224.62MIN: 207.91 / MAX: 226.6MIN: 204.08 / MAX: 217.58MIN: 208.55 / MAX: 223.76MIN: 205.55 / MAX: 220.12

Phoronix Test Suite v10.8.4