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&grs&sor.

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 Distrosgpaw: Carbon Nanotuberenaissance: ALS Movie Lensrenaissance: Apache Spark ALSphpbench: PHP Benchmark Suitecompress-7zip: Compression Ratingrenaissance: Apache Spark Bayesmysqlslap: 256pyperformance: raytracepyperformance: gorenaissance: Genetic Algorithm Using Jenetics + Futurespyperformance: floatpyperformance: chaoscockroach: MoVR - 512cockroach: MoVR - 128cockroach: MoVR - 1024pyperformance: pickle_pure_pythonopenvino: Age Gender Recognition Retail 0013 FP16 - CPUcompress-zstd: 8, Long Mode - Compression Speedpyperformance: nbodypyperformance: django_templatepyperformance: crypto_pyaesnumenta-nab: Contextual Anomaly Detector OSEcockroach: KV, 10% Reads - 128openvino: Person Detection FP32 - CPUwireguard: openvino: Person Detection FP32 - CPUpyperformance: regex_compileopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUnumenta-nab: Bayesian Changepointsvt-av1: Preset 8 - Bosphorus 4Krenaissance: In-Memory Database Shootoutbuild-linux-kernel: defconfigpyperformance: python_startuprenaissance: Rand Forestpyperformance: 2to3cockroach: KV, 50% Reads - 128numenta-nab: Windowed Gaussiancockroach: KV, 60% Reads - 128cockroach: KV, 50% Reads - 512pyperformance: pathlibospray: particle_volume/pathtracer/real_timerenaissance: Apache Spark PageRankcockroach: KV, 10% Reads - 512cockroach: KV, 95% Reads - 128build-nodejs: Time To Compilepybench: Total For Average Test Timescockroach: KV, 10% Reads - 1024build-linux-kernel: allmodconfigcockroach: KV, 60% Reads - 512numenta-nab: Earthgecko Skylinenumenta-nab: KNN CADopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUrenaissance: Finagle HTTP Requestsoidn: RTLightmap.hdr.4096x4096spark: 10000000 - 100 - Calculate Pi Benchmarkcompress-zstd: 8 - Compression Speedcockroach: KV, 50% Reads - 1024pyperformance: json_loadsdacapobench: Jythonoidn: RT.hdr_alb_nrm.3840x2160spark: 10000000 - 500 - Calculate Pi Benchmarkrenaissance: Akka Unbalanced Cobwebbed Treegromacs: MPI CPU - water_GMX50_barecompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Decompression Speedbuild-gem5: Time To Compilecompress-zstd: 8 - Decompression Speedcompress-7zip: Decompression Ratingcompress-zstd: 19, Long Mode - Decompression Speedpgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlynumenta-nab: Relative Entropypgbench: 100 - 250 - Read Onlyopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvkl: vklBenchmark ISPCblender: Classroom - CPU-Onlyopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUcassandra: Writesopenvino: Person Vehicle Bike Detection FP16 - CPUnwchem: C240 Buckyballospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeembree: Pathtracer ISPC - Crownospray: particle_volume/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeopenssl: ospray: particle_volume/ao/real_timenamd: ATPase Simulation - 327,506 Atomsopenvino: Vehicle Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Vehicle Detection FP16 - CPUembree: Pathtracer ISPC - Asian Dragonopenssl: openvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writecockroach: KV, 95% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 512spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - SHA-512 Benchmark Timeonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUsvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Kcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19 - Compression Speedrenaissance: Scala Dottydacapobench: Tradebeansdacapobench: H2Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 3793023.21521335.14692.5852283787085790.73283591822878.083.776.7610.6610.8611.73300.90676.711336.387.438.42125586.537.75387.5391262.7511737.611266.3016.62666.2566819.225.55710.7770.026237011.34.85040495.939856.815.3174.3163265.430362.356347.2100.06086231192.4144.34243058.366.78682.1381.1812720.91.659.294220.742428.016.835053.449.2132544.918.5763468.84460.8140.4154181.911371753527.90.1540.086325269710.0552906035149753.69128521.13119916.925.292344679052.631554.943.090643.8559182.397642.712553.925544112.242.80850.128707384.35963.3549.776.49211.74982918571.6471.17101.6610984.864.869845.214.369.9619163.47250.59191.1744.8281124518.4161402956954.645989.760113.44.2116.177.3014.248.0713.854.1314.862711.972216.452819.872187.43164.000182.03039.786.5692.966957176140.9296030.51576.57768211389443471.85794622301691.010297.8936.2936.3937.03950.55970.312943.710146.54138849.753.71324.454889.8913553.87886.8922.37994.2644740.818.0857.67592.727450034.54.32254048.553059.915.9227.2052923.339678.965223.377.99497639412.154178.367.69574.0460.9812286.41.4010.424900.748074.418.833343.0110.3628716.616.6393901.15013.3157.5894679.912297273812.90.1550.09032266979.9692776596142443.10131620.56115292.435.292434239059.4943.538044.0241180.747542.328353.776244352.642.36110.129347358.64949.6250.476.51212.74582927055.0471.76101.6510981.964.889793.554.3610.0518953.44251.14190.7640.5591234616.3761565661954.951501.861494.94.0110.905.509.006.3511.633.8010.082024.981812.702044.141834.63226.803263.55155.2113.5629.141044212139.8898783.21848.4821180672345655.14512681322798.567.462.5544.0545.8548.22660.91644.792.830.868.832.78331400.435.76358.3481332.0410536.041322.8615.02666.38122.31410.1815.922942943.94.12344400.845199.614.4174.9432766.734135.150569.890735127.0162.90349104.159.50570.8301.2111080.71.454326.444065.718.035723.0732435.518.7593714.54749.34421.511187993803.30.1630.091307579810.3712760594146533.10125821.45116674.855.418867.0542.584343.4805177.710641.958053.135043315.741.89170.131397232.28943.6950.796.62208.98482872414.2477.15100.4710836.104.939708.744.4210.0818954.91253.35189.0942.5421177212.1372970055610.348661.957977.82520.372068.172445.172105.29155.208167.15143.096.1700.2626421.76520486.14473.58455161437834531.53591822987.682.778.2612.4616.1612.43300.90653.111236.391.038.34425384.154.09372.292882.4411754.15881.3516.70266.99123.27310.7773.026436742.75.07841528.640757.215.5175.2642495.030325.056540.796.05085831908.7129.26646224.365.10481.8451.1910566.41.618.904359.541466.016.733353.409.0930060.118.4763521.24579.94237.212357123569.10.1630.090307926510.4362775073149915.99131420.52117428.875.219192.351501.143.942844.8013181.338742.668554.414843853.442.59260.129717356.96954.2950.256.51213.15512895201.0469.61102.0310996.314.869838.824.369.9619174.54250.79191.0554.631915515.1032135354983.447174.860291.13.508.585.2213.557.0711.163.377.202403.101861.542073.381878.59160.154178.35642.798.0599.253878553.21836.319573571206081386.36712291151666.257.555.42351065.778.126.762.329.559256.59289.518.33195.4587.89586.61993.74012229.0042504.176254.20666.47910729.91.424891.016.331203.0729149.73840.04993.34640.412089043847.50.1580.08831723719.9022844526132020.6043.679544.4491180.009043.033054.372943967.242.87020.12844211.49992927136.77.466672183.498714701375.581018.521387.811042.807258.328264.95855.7115.7579.73564OpenBenchmarking.org

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeDebian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 9306090120150SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.68, N = 321.7723.22139.89140.93-fexceptions -pipe -m64 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c99-fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensCentOS Stream 9Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.105K10K15K20K25KSE +/- 23.39, N = 3SE +/- 107.66, N = 3SE +/- 74.67, N = 3SE +/- 158.94, N = 3SE +/- 192.60, N = 96030.58553.28783.220486.121335.1MIN: 5918.45 / MAX: 6465.34MIN: 8074.9 / MAX: 9678.26MIN: 8639.99 / MAX: 10237.18MIN: 20168.69 / MAX: 23895.94MIN: 18879.72 / MAX: 25695.67

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSCentOS Stream 9Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.1010002000300040005000SE +/- 5.68, N = 3SE +/- 15.59, N = 3SE +/- 10.61, N = 3SE +/- 30.43, N = 3SE +/- 59.28, N = 31576.51836.31848.44473.54692.5MIN: 1459.6 / MAX: 1753.97MIN: 1716.22 / MAX: 2144.14MIN: 1638.44 / MAX: 2511.81MIN: 3752.86 / MAX: 4845.97MIN: 4127.65 / MAX: 5167.1

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 37930Ubuntu 22.10Debian 12 TestingFedora Server 37CentOS Stream 9400K800K1200K1600K2000KSE +/- 20560.60, N = 3SE +/- 3164.42, N = 3SE +/- 3662.00, N = 3SE +/- 1707.89, N = 3SE +/- 4303.11, N = 31957357852283845516821180776821

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingDebian 12 TestingCentOS Stream 9Clear Linux 37930Ubuntu 22.10Fedora Server 37300K600K900K1200K1500KSE +/- 3630.17, N = 3SE +/- 974.94, N = 3SE +/- 13283.26, N = 3SE +/- 3348.48, N = 3SE +/- 1603.43, N = 31437834138944312060817870856723451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.102004006008001000SE +/- 3.25, N = 15SE +/- 2.67, N = 3SE +/- 3.60, N = 3SE +/- 3.27, N = 3SE +/- 7.05, N = 3386.3471.8531.5655.1790.7MIN: 233.83 / MAX: 914.06MIN: 279.75 / MAX: 1172.44MIN: 353.45 / MAX: 893.39MIN: 345.98 / MAX: 897.06MIN: 421.92 / MAX: 1358.68

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Clear Linux 37930CentOS Stream 9Fedora Server 37Ubuntu 22.10140280420560700SE +/- 4.15, N = 3SE +/- 5.27, N = 7SE +/- 1.65, N = 3SE +/- 6.00, N = 8671579451328-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 -shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -O3 -pie -fstack-protector -lpthread -lz -ldl -lm

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 9100200300400500SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3229268359359462

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 950100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3115132182182230

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesClear Linux 37930CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing6001200180024003000SE +/- 6.84, N = 3SE +/- 11.25, N = 15SE +/- 19.72, N = 3SE +/- 9.65, N = 3SE +/- 31.39, N = 31666.21691.02798.52878.02987.6MIN: 1597.23 / MAX: 1783.99MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59MIN: 2703.32 / MAX: 2993.07MIN: 2639.99 / MAX: 3257.24

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10CentOS Stream 920406080100SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.00, N = 357.567.482.783.7102.0

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 920406080100SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 355.462.576.778.297.8

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 372004006008001000SE +/- 6.55, N = 3SE +/- 1.96, N = 3SE +/- 0.90, N = 3SE +/- 1.45, N = 3936.2612.4610.6544.0

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 372004006008001000SE +/- 0.95, N = 3SE +/- 1.42, N = 3SE +/- 2.40, N = 3SE +/- 0.44, N = 3936.3616.1610.8545.8

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 372004006008001000SE +/- 1.58, N = 3SE +/- 1.93, N = 3SE +/- 1.15, N = 3SE +/- 1.08, N = 3937.0612.4611.7548.2

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 990180270360450SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3235266330330395

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUCentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 370.20480.40960.61440.81921.024SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.550.900.900.91-pie -ldl - MIN: 0.5 / MAX: 28.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 13.85-pie -ldl - MIN: 0.51 / MAX: 45.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedClear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 372004006008001000SE +/- 10.46, N = 3SE +/- 6.55, N = 15SE +/- 2.43, N = 3SE +/- 3.39, N = 3SE +/- 5.37, N = 31065.7970.3676.7653.1644.71. Clear Linux 37930: *** 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. Ubuntu 22.10: *** 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. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10CentOS Stream 9306090120150SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 378.192.8112.0113.0129.0

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 91020304050SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 326.730.836.336.343.7

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 920406080100SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 362.368.887.491.0101.0

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10CentOS Stream 91122334455SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.06, N = 3SE +/- 0.48, N = 329.5632.7838.3438.4246.54

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing8K16K24K32K40KSE +/- 411.94, N = 15SE +/- 453.10, N = 12SE +/- 322.46, N = 15SE +/- 346.35, N = 1538849.731400.425586.525384.1

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUDebian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 371224364860SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 354.0953.7137.7535.76-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestClear Linux 37930CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.1080160240320400SE +/- 0.50, N = 3SE +/- 1.38, N = 3SE +/- 3.56, N = 3SE +/- 4.66, N = 3SE +/- 2.72, N = 3256.59324.45358.35372.29387.54

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUDebian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 3730060090012001500SE +/- 0.04, N = 3SE +/- 0.66, N = 3SE +/- 5.19, N = 3SE +/- 4.57, N = 3882.44889.891262.751332.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 745.32 / MAX: 1079.53-pie -ldl - MIN: 773.74 / MAX: 1094.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-pie -ldl - MIN: 835.26 / MAX: 2178.641. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 9306090120150SE +/- 0.03, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 389.5105.0117.0117.0135.0

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUDebian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 371224364860SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 354.1553.8737.6136.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (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: CPUDebian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 3730060090012001500SE +/- 0.48, N = 3SE +/- 0.53, N = 3SE +/- 3.25, N = 3SE +/- 4.48, N = 3881.35886.891266.301322.86-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 736.23 / MAX: 1078.11-pie -ldl - MIN: 734.54 / MAX: 1028.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-pie -ldl - MIN: 853.35 / MAX: 2120.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointFedora Server 37Ubuntu 22.10Debian 12 TestingClear Linux 37930CentOS Stream 9510152025SE +/- 0.11, N = 15SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 715.0316.6316.7018.3322.38

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.1020406080100SE +/- 0.79, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 395.4694.2666.9966.3866.26-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

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutCentOS Stream 9Ubuntu 22.1015003000450060007500SE +/- 57.62, N = 15SE +/- 49.85, N = 124740.86819.2MIN: 4254.57 / MAX: 7513.03MIN: 6195.68 / MAX: 9376.89

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigCentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.10612182430SE +/- 0.12, N = 13SE +/- 0.15, N = 14SE +/- 0.17, N = 12SE +/- 0.16, N = 1518.0922.3123.2725.56

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCentOS Stream 9Clear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 Testing3691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 37.677.8910.1010.7010.70

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestClear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 372004006008001000SE +/- 4.19, N = 12SE +/- 5.43, N = 7SE +/- 9.21, N = 3SE +/- 10.96, N = 3SE +/- 7.61, N = 7586.6592.7770.0773.0815.9MIN: 517.55 / MAX: 716.89MIN: 527.25 / MAX: 739.58MIN: 616.18 / MAX: 1004MIN: 655.1 / MAX: 940.2MIN: 683.47 / MAX: 1022

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Clear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 960120180240300SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3199229262264274

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing11K22K33K44K55KSE +/- 329.62, N = 14SE +/- 201.56, N = 3SE +/- 356.72, N = 15SE +/- 398.24, N = 1550034.542943.937011.336742.7

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianClear Linux 37930Fedora Server 37CentOS Stream 9Ubuntu 22.10Debian 12 Testing1.14262.28523.42784.57045.713SE +/- 0.021, N = 3SE +/- 0.011, N = 3SE +/- 0.030, N = 3SE +/- 0.061, N = 3SE +/- 0.027, N = 33.7404.1234.3224.8505.078

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.1012K24K36K48K60KSE +/- 481.43, N = 3SE +/- 428.40, N = 15SE +/- 288.68, N = 3SE +/- 512.79, N = 354048.544400.841528.640495.9

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.1011K22K33K44K55KSE +/- 165.79, N = 3SE +/- 369.59, N = 3SE +/- 309.59, N = 15SE +/- 263.98, N = 1553059.945199.640757.239856.8

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 37930Fedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 948121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 312.014.415.315.515.9

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.1050100150200250SE +/- 0.48, N = 3SE +/- 0.76, N = 3SE +/- 0.24, N = 3SE +/- 0.88, N = 3SE +/- 1.42, N = 3229.00227.21175.26174.94174.32

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankDebian 12 TestingClear Linux 37930Fedora Server 37CentOS Stream 9Ubuntu 22.107001400210028003500SE +/- 28.78, N = 15SE +/- 22.33, N = 15SE +/- 32.20, N = 15SE +/- 21.88, N = 15SE +/- 28.02, N = 152495.02504.12766.72923.33265.4MIN: 2080.31 / MAX: 2753.19MIN: 2036.9 / MAX: 2708.22MIN: 2189.29 / MAX: 3157.41MIN: 2403.03 / MAX: 3206.49MIN: 2655.41 / MAX: 3881.15

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing8K16K24K32K40KSE +/- 311.20, N = 10SE +/- 149.58, N = 3SE +/- 323.23, N = 4SE +/- 245.85, N = 1539678.934135.130362.330325.0

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 3714K28K42K56K70KSE +/- 628.54, N = 3SE +/- 533.57, N = 3SE +/- 200.15, N = 3SE +/- 579.24, N = 365223.356540.756347.250569.8

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileCentOS Stream 9Debian 12 TestingUbuntu 22.1020406080100SE +/- 0.51, N = 3SE +/- 0.02, N = 3SE +/- 0.35, N = 377.9996.05100.06

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 37930Debian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 92004006008001000SE +/- 1.76, N = 3SE +/- 1.15, N = 3SE +/- 6.66, N = 3SE +/- 2.96, N = 3SE +/- 1.15, N = 3762858862907976

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.108K16K24K32K40KSE +/- 464.92, N = 3SE +/- 229.36, N = 3SE +/- 234.46, N = 3SE +/- 241.56, N = 339412.135127.031908.731192.4

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigDebian 12 TestingUbuntu 22.10Fedora Server 374080120160200SE +/- 0.72, N = 3SE +/- 0.34, N = 3SE +/- 1.58, N = 3129.27144.34162.90

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.1012K24K36K48K60KSE +/- 718.51, N = 15SE +/- 339.30, N = 3SE +/- 409.24, N = 3SE +/- 340.08, N = 1554178.349104.146224.343058.3

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10CentOS Stream 91530456075SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 354.2159.5165.1066.7967.70

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADClear Linux 37930Fedora Server 37CentOS Stream 9Debian 12 TestingUbuntu 22.1020406080100SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.69, N = 366.4870.8374.0581.8582.14

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: CPUCentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 370.27230.54460.81691.08921.3615SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.981.181.191.21-pie -ldl - MIN: 0.86 / MAX: 20.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 17.66-pie -ldl - MIN: 0.85 / MAX: 37.61. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsDebian 12 TestingClear Linux 37930Fedora Server 37CentOS Stream 9Ubuntu 22.103K6K9K12K15KSE +/- 36.81, N = 3SE +/- 95.81, N = 7SE +/- 35.06, N = 3SE +/- 58.98, N = 3SE +/- 50.48, N = 310566.410729.911080.712286.412720.9MIN: 9521.61 / MAX: 10826.11MIN: 9571 / MAX: 11088.25MIN: 9893.27 / MAX: 11796.43MIN: 11309.31 / MAX: 12381.79MIN: 11580.19 / MAX: 12819.18

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10Debian 12 TestingFedora Server 37Clear Linux 37930CentOS Stream 90.37130.74261.11391.48521.8565SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.651.611.451.421.40

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkDebian 12 TestingUbuntu 22.10CentOS Stream 93691215SE +/- 0.05, N = 15SE +/- 0.21, N = 3SE +/- 0.02, N = 158.909.2910.42

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.1011002200330044005500SE +/- 41.70, N = 15SE +/- 60.30, N = 3SE +/- 47.13, N = 3SE +/- 65.04, N = 15SE +/- 35.39, N = 34900.74891.04359.54326.44220.71. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing10K20K30K40K50KSE +/- 683.53, N = 15SE +/- 556.43, N = 15SE +/- 505.70, N = 4SE +/- 596.51, N = 348074.444065.742428.041466.0

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsClear Linux 37930Debian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 9510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 316.316.716.818.018.8

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonClear Linux 37930CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 378001600240032004000SE +/- 10.85, N = 4SE +/- 8.11, N = 4SE +/- 15.30, N = 4SE +/- 9.21, N = 4SE +/- 2.60, N = 431203334333535053572

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 22.10Debian 12 TestingClear Linux 37930Fedora Server 37CentOS Stream 90.7741.5482.3223.0963.87SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.443.403.073.073.01

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkDebian 12 TestingUbuntu 22.10CentOS Stream 93691215SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.02, N = 159.099.2110.36

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeCentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.107K14K21K28K35KSE +/- 307.26, N = 5SE +/- 250.28, N = 3SE +/- 303.55, N = 9SE +/- 334.94, N = 4SE +/- 188.80, N = 328716.629149.730060.132435.532544.9MIN: 18893.22 / MAX: 29553.21MIN: 18342.43 / MAX: 29534.78MIN: 19952.2 / MAX: 31118.56MIN: 23254.6 / MAX: 33407.51MIN: 24552.33 / MAX: 32901.57

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareFedora Server 37Ubuntu 22.10Debian 12 TestingCentOS Stream 9510152025SE +/- 0.03, N = 3SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.02, N = 318.7618.5818.4816.641. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCentOS Stream 9Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.108001600240032004000SE +/- 7.00, N = 3SE +/- 5.91, N = 3SE +/- 12.53, N = 7SE +/- 2.60, N = 15SE +/- 11.07, N = 123901.13840.03714.53521.23468.81. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, 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. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, 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 37930Fedora Server 37Debian 12 TestingUbuntu 22.1011002200330044005500SE +/- 2.82, N = 15SE +/- 1.84, N = 3SE +/- 88.02, N = 3SE +/- 4.11, N = 3SE +/- 6.47, N = 35013.34993.34749.34579.94460.81. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, 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. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCentOS Stream 9Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.1010002000300040005000SE +/- 1.95, N = 15SE +/- 0.38, N = 3SE +/- 28.83, N = 15SE +/- 16.72, N = 3SE +/- 2.85, N = 34679.94640.44421.54237.24181.91. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, 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. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingDebian 12 TestingCentOS Stream 9Clear Linux 37930Ubuntu 22.10Fedora Server 37300K600K900K1200K1500KSE +/- 1884.87, N = 3SE +/- 9785.85, N = 3SE +/- 5092.03, N = 3SE +/- 26469.97, N = 3SE +/- 18301.88, N = 3123571212297271208904113717511187991. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedClear Linux 37930CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.108001600240032004000SE +/- 3.49, N = 3SE +/- 2.37, N = 12SE +/- 41.20, N = 3SE +/- 1.32, N = 15SE +/- 13.38, N = 153847.53812.93803.33569.13527.91. Clear Linux 37930: *** 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. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 9Clear Linux 37930Fedora Server 37Debian 12 Testing0.03670.07340.11010.14680.1835SE +/- 0.001, N = 3SE +/- 0.001, N = 7SE +/- 0.002, N = 12SE +/- 0.001, N = 12SE +/- 0.002, N = 120.1540.1550.1580.1630.163-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.10Clear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 370.02050.0410.06150.0820.1025SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.0860.0880.0900.0900.091-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (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 9Clear Linux 37930Debian 12 TestingFedora Server 37700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 30412.80, N = 7SE +/- 31057.60, N = 12SE +/- 33665.26, N = 12SE +/- 26205.32, N = 1232526973226697317237130792653075798-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyClear Linux 37930CentOS Stream 9Ubuntu 22.10Fedora Server 37Debian 12 Testing3691215SE +/- 0.061, N = 3SE +/- 0.016, N = 3SE +/- 0.118, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 39.9029.96910.05510.37110.436

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.10Clear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37600K1200K1800K2400K3000KSE +/- 7713.61, N = 3SE +/- 17801.68, N = 3SE +/- 9449.08, N = 3SE +/- 38767.56, N = 3SE +/- 5487.30, N = 329060352844526277659627750732760594-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUDebian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 930K60K90K120K150KSE +/- 775.30, N = 3SE +/- 2082.25, N = 3SE +/- 1959.90, N = 3SE +/- 1753.42, N = 4149915.99149753.69146533.10142443.10-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCClear Linux 37930CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 3730060090012001500SE +/- 14.33, N = 4SE +/- 15.10, N = 3SE +/- 14.34, N = 3SE +/- 2.52, N = 3SE +/- 11.66, N = 713201316131412851258MIN: 332 / MAX: 5581MIN: 331 / MAX: 4903MIN: 327 / MAX: 5212MIN: 328 / MAX: 3941MIN: 330 / MAX: 5417

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyDebian 12 TestingCentOS Stream 9Clear Linux 37930Ubuntu 22.10Fedora Server 37510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 320.5220.5620.6021.1321.45

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 22.10Debian 12 TestingFedora Server 37CentOS Stream 930K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 404.67, N = 3SE +/- 70.93, N = 3SE +/- 491.67, N = 3119916.92117428.87116674.85115292.43-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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: CPUDebian 12 TestingUbuntu 22.10CentOS Stream 9Fedora Server 371.21732.43463.65194.86926.0865SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.215.295.295.41-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.71 / MAX: 32.29-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: 64.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesCentOS Stream 9Ubuntu 22.1050K100K150K200K250KSE +/- 638.52, N = 3SE +/- 2145.84, N = 3243423234467

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUDebian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 372K4K6K8K10KSE +/- 4.45, N = 3SE +/- 4.16, N = 3SE +/- 5.92, N = 3SE +/- 10.24, N = 39192.359059.499052.638867.05-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballDebian 12 TestingUbuntu 22.10300600900120015001501.11554.91. (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

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_timeDebian 12 TestingClear Linux 37930CentOS Stream 9Ubuntu 22.10Fedora Server 371020304050SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.30, N = 343.9443.6843.5443.0942.58

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_timeDebian 12 TestingClear Linux 37930CentOS Stream 9Ubuntu 22.10Fedora Server 371020304050SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 344.8044.4544.0243.8643.48

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10Debian 12 TestingCentOS Stream 9Clear Linux 37930Fedora Server 374080120160200SE +/- 0.45, N = 3SE +/- 0.54, N = 3SE +/- 0.70, N = 3SE +/- 0.73, N = 3SE +/- 0.62, N = 3182.40181.34180.75180.01177.71MIN: 131.93 / MAX: 211.14MIN: 131.33 / MAX: 208.86MIN: 134.63 / MAX: 202.84MIN: 143.11 / MAX: 203.2MIN: 130.43 / MAX: 201.93

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeClear Linux 37930Ubuntu 22.10Debian 12 TestingCentOS Stream 9Fedora Server 371020304050SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 343.0342.7142.6742.3341.96

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_timeDebian 12 TestingClear Linux 37930Ubuntu 22.10CentOS Stream 9Fedora Server 371224364860SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 354.4154.3753.9353.7853.14

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCentOS Stream 9Ubuntu 22.10Clear Linux 37930Debian 12 TestingFedora Server 379K18K27K36K45KSE +/- 4.25, N = 3SE +/- 212.14, N = 3SE +/- 231.98, N = 3SE +/- 5.64, N = 3SE +/- 4.46, N = 344352.644112.243967.243853.443315.71. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeClear Linux 37930Ubuntu 22.10Debian 12 TestingCentOS Stream 9Fedora Server 371020304050SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 342.8742.8142.5942.3641.89

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 37930Ubuntu 22.10CentOS Stream 9Debian 12 TestingFedora Server 370.02960.05920.08880.11840.148SE +/- 0.00023, N = 3SE +/- 0.00010, N = 3SE +/- 0.00018, N = 3SE +/- 0.00147, N = 3SE +/- 0.00053, N = 30.128440.128700.129340.129710.13139

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Debian 12 TestingFedora Server 3716003200480064008000SE +/- 1.41, N = 3SE +/- 5.01, N = 3SE +/- 1.53, N = 3SE +/- 8.70, N = 37384.357358.647356.967232.28-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 372004006008001000SE +/- 2.06, N = 3SE +/- 0.86, N = 3SE +/- 0.17, N = 3SE +/- 1.87, N = 3963.35954.29949.62943.69-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 371122334455SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 349.7750.2550.4750.79-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 38.07 / MAX: 138.01-pie -ldl - MIN: 37.65 / MAX: 133.01-pie -ldl - MIN: 40.6 / MAX: 252.391. (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 9Debian 12 TestingFedora Server 37246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.496.516.516.62-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-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.51 / MAX: 47.52-pie -ldl - MIN: 5.24 / MAX: 87.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 12 TestingCentOS Stream 9Ubuntu 22.10Clear Linux 37930Fedora Server 3750100150200250SE +/- 0.39, N = 3SE +/- 0.21, N = 3SE +/- 0.38, N = 3SE +/- 0.71, N = 3SE +/- 0.52, N = 3213.16212.75211.75211.50208.98MIN: 208.55 / MAX: 223.76MIN: 207.91 / MAX: 226.6MIN: 206.83 / MAX: 224.62MIN: 205.55 / MAX: 220.12MIN: 204.08 / MAX: 217.58

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLClear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 37600K1200K1800K2400K3000KSE +/- 14755.96, N = 3SE +/- 508.56, N = 3SE +/- 14395.43, N = 3SE +/- 594.05, N = 3SE +/- 30.18, N = 32927136.72927055.02918571.62895201.02872414.21. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.10: 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. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUDebian 12 TestingUbuntu 22.10CentOS Stream 9Fedora Server 37100200300400500SE +/- 0.24, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3469.61471.17471.76477.15-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 410.03 / MAX: 556.62-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: 604.181. (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: CPUDebian 12 TestingUbuntu 22.10CentOS Stream 9Fedora Server 3720406080100SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3102.03101.66101.65100.47-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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: CPUDebian 12 TestingUbuntu 22.10CentOS Stream 9Fedora Server 372K4K6K8K10KSE +/- 5.33, N = 3SE +/- 1.10, N = 3SE +/- 8.34, N = 3SE +/- 1.62, N = 310996.3110984.8610981.9610836.10-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 371.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.864.864.884.93-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.18 / MAX: 33.27-pie -ldl - MIN: 3.99 / MAX: 44.64-pie -ldl - MIN: 4.21 / MAX: 45.761. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 372K4K6K8K10KSE +/- 1.37, N = 3SE +/- 0.96, N = 3SE +/- 1.35, N = 3SE +/- 3.79, N = 39845.219838.829793.559708.74-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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 9Debian 12 TestingFedora Server 370.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.364.364.364.42-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-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.67 / MAX: 41.4-pie -ldl - MIN: 3.59 / MAX: 71.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10Debian 12 TestingCentOS Stream 9Fedora Server 373691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 39.969.9610.0510.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.96 / MAX: 50.91-pie -ldl - MIN: 8.3 / MAX: 70.82-pie -ldl - MIN: 8.17 / MAX: 56.461. (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: CPUDebian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 94K8K12K16K20KSE +/- 3.78, N = 3SE +/- 4.32, N = 3SE +/- 11.26, N = 3SE +/- 23.50, N = 319174.5419163.4718954.9118953.44-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 3760120180240300SE +/- 0.10, N = 3SE +/- 0.24, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3250.59250.79251.14253.35-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 211.8 / MAX: 317.39-pie -ldl - MIN: 208.19 / MAX: 281.71-pie -ldl - MIN: 212.96 / MAX: 347.541. (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 22.10Debian 12 TestingCentOS Stream 9Fedora Server 374080120160200SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3191.17191.05190.76189.09-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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 LatencyClear Linux 37930CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing1224364860SE +/- 0.131, N = 12SE +/- 0.471, N = 12SE +/- 0.513, N = 12SE +/- 1.200, N = 12SE +/- 0.628, N = 37.46640.55942.54244.82854.631-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O21. (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 WriteClear Linux 37930CentOS Stream 9Fedora Server 37Ubuntu 22.10Debian 12 Testing14K28K42K56K70KSE +/- 1306.16, N = 12SE +/- 143.18, N = 12SE +/- 142.54, N = 12SE +/- 309.57, N = 12SE +/- 105.07, N = 3672181234611772112459155-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O21. (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 LatencyClear Linux 37930Fedora Server 37Debian 12 TestingCentOS Stream 9Ubuntu 22.10510152025SE +/- 0.010, N = 3SE +/- 2.265, N = 9SE +/- 2.522, N = 9SE +/- 0.663, N = 12SE +/- 0.867, N = 123.49812.13715.10316.37618.416-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O21. (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 WriteClear Linux 37930Fedora Server 37Debian 12 TestingCentOS Stream 9Ubuntu 22.1015K30K45K60K75KSE +/- 209.50, N = 3SE +/- 6441.82, N = 9SE +/- 3703.04, N = 9SE +/- 886.38, N = 12SE +/- 903.13, N = 127147029700213531565614029-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O21. (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: 1024CentOS Stream 9Ubuntu 22.10Fedora Server 37Debian 12 Testing13K26K39K52K65KSE +/- 1322.12, N = 12SE +/- 1556.62, N = 15SE +/- 1404.90, N = 15SE +/- 1825.65, N = 1561954.956954.655610.354983.4

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.1011K22K33K44K55KSE +/- 976.86, N = 15SE +/- 572.73, N = 3SE +/- 537.91, N = 3SE +/- 419.66, N = 1551501.848661.947174.845989.7

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512CentOS Stream 9Debian 12 TestingUbuntu 22.10Fedora Server 3713K26K39K52K65KSE +/- 1059.48, N = 15SE +/- 406.54, N = 3SE +/- 436.18, N = 3SE +/- 581.80, N = 661494.960291.160113.457977.8

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 DataframeDebian 12 TestingCentOS Stream 9Ubuntu 22.100.94731.89462.84193.78924.7365SE +/- 0.06, N = 15SE +/- 0.15, N = 15SE +/- 0.10, N = 153.504.014.21

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 TimeDebian 12 TestingCentOS Stream 9Ubuntu 22.1048121620SE +/- 0.16, N = 15SE +/- 0.13, N = 15SE +/- 0.14, N = 158.5810.9016.17

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 TimeDebian 12 TestingCentOS Stream 9Ubuntu 22.10246810SE +/- 0.27, N = 8SE +/- 0.09, N = 14SE +/- 0.40, N = 35.225.507.30

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 TimeCentOS Stream 9Debian 12 TestingUbuntu 22.1048121620SE +/- 0.30, N = 14SE +/- 0.61, N = 8SE +/- 0.90, N = 39.0013.5514.24

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeCentOS Stream 9Debian 12 TestingUbuntu 22.10246810SE +/- 0.08, N = 14SE +/- 0.14, N = 8SE +/- 0.32, N = 36.357.078.07

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 TimeDebian 12 TestingCentOS Stream 9Ubuntu 22.1048121620SE +/- 0.12, N = 8SE +/- 0.83, N = 14SE +/- 0.33, N = 311.1611.6313.85

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 DataframeDebian 12 TestingCentOS Stream 9Ubuntu 22.100.92931.85862.78793.71724.6465SE +/- 0.06, N = 15SE +/- 0.10, N = 15SE +/- 0.17, N = 33.373.804.13

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 TimeDebian 12 TestingCentOS Stream 9Ubuntu 22.1048121620SE +/- 0.13, N = 15SE +/- 0.09, N = 15SE +/- 0.09, N = 37.2010.0814.86

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: CPUClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.106001200180024003000SE +/- 14.36, N = 3SE +/- 5.15, N = 3SE +/- 330.50, N = 12SE +/- 49.58, N = 15SE +/- 30.01, N = 151375.582024.982403.102520.372711.97-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1302.28MIN: 2003.52MIN: 1739.33MIN: 2153.34MIN: 2500.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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: CPUClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.105001000150020002500SE +/- 3.82, N = 3SE +/- 13.72, N = 3SE +/- 45.52, N = 12SE +/- 50.07, N = 15SE +/- 37.53, N = 121018.521812.701861.542068.172216.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 988.36MIN: 1778.43MIN: 1396.7MIN: 1616.01MIN: 1956.51. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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: CPUClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.106001200180024003000SE +/- 1.50, N = 3SE +/- 13.20, N = 3SE +/- 34.43, N = 15SE +/- 44.40, N = 15SE +/- 37.19, N = 31387.812044.142073.382445.172819.87-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1342.59MIN: 2012.73MIN: 1806.58MIN: 2084.26MIN: 2632.581. (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: CPUClear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.105001000150020002500SE +/- 9.99, N = 15SE +/- 7.09, N = 3SE +/- 1.46, N = 3SE +/- 43.12, N = 12SE +/- 36.42, N = 151042.811834.631878.592105.292187.43-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 914.17MIN: 1815.46MIN: 1840.93MIN: 1721.05MIN: 1887.971. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KClear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 3760120180240300SE +/- 3.14, N = 15SE +/- 3.69, N = 15SE +/- 1.98, N = 4SE +/- 1.34, N = 15SE +/- 1.13, N = 3258.33226.80164.00160.15155.21-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 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KClear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingFedora Server 3760120180240300SE +/- 5.91, N = 15SE +/- 4.83, N = 15SE +/- 1.31, N = 15SE +/- 2.88, N = 15SE +/- 1.97, N = 3264.96263.55182.03178.36167.15-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

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedClear Linux 37930CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.101326395265SE +/- 0.26, N = 3SE +/- 0.95, N = 12SE +/- 0.40, N = 3SE +/- 0.76, N = 15SE +/- 0.28, N = 1555.755.243.042.739.71. Clear Linux 37930: *** 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. Ubuntu 22.10: *** 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 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.10306090120150SE +/- 0.52, N = 3SE +/- 1.54, N = 3SE +/- 1.76, N = 15SE +/- 0.84, N = 7SE +/- 1.84, N = 12115.7113.598.096.186.51. Clear Linux 37930: *** 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. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyClear Linux 37930Debian 12 TestingCentOS Stream 9Ubuntu 22.10Fedora Server 37150300450600750SE +/- 1.84, N = 3SE +/- 1.88, N = 3SE +/- 6.35, N = 5SE +/- 12.66, N = 12SE +/- 10.54, N = 15579.7599.2629.1692.9700.2MIN: 493.92 / MAX: 941.38MIN: 501.12 / MAX: 1011.16MIN: 530.57 / MAX: 985.94MIN: 552.39 / MAX: 1130.25MIN: 515.06 / MAX: 1185.79

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Stream 9Ubuntu 22.1014002800420056007000SE +/- 84.87, N = 20SE +/- 80.92, N = 2041046695

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Clear Linux 37930CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.1015003000450060007500SE +/- 36.02, N = 6SE +/- 73.81, N = 20SE +/- 47.58, N = 8SE +/- 58.77, N = 7SE +/- 88.67, N = 435644212538762647176

Phoronix Test Suite v10.8.4