EPYC Genoa Linux Distros

2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Fedora Linux 37 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2212296-NE-2212283NE76&grs&sro.

EPYC Genoa Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372 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 20221121640x480OpenBenchmarking.orgKernel Details- Ubuntu 22.10: Transparent Huge Pages: madvise- Ubuntu 22.10 - perf governor: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madviseCompiler 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 - Ubuntu 22.10 - perf governor: --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 Processor Details- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.10 - perf governor: Scaling Governor: amd-pstate performance (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: 0xa10110dJava Details- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- Ubuntu 22.10 - perf governor: 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)Python Details- Ubuntu 22.10: Python 3.10.7- Ubuntu 22.10 - perf governor: Python 3.10.7- CentOS Stream 9: Python 3.9.16- Fedora Server 37: Python 3.11.1Security 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 - Ubuntu 22.10 - perf governor: 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

EPYC Genoa Linux Distrosgpaw: Carbon Nanotuberenaissance: ALS Movie Lensrenaissance: Apache Spark ALScompress-7zip: Compression Ratingcompress-zstd: 8, Long Mode - Compression Speedrenaissance: Genetic Algorithm Using Jenetics + Futuresmysqlslap: 256cockroach: MoVR - 512pyperformance: gocockroach: MoVR - 128cockroach: MoVR - 1024pyperformance: raytracerenaissance: Apache Spark Bayesopenvino: Age Gender Recognition Retail 0013 FP16 - CPUpyperformance: chaospyperformance: python_startupcockroach: KV, 10% Reads - 128pyperformance: floatopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUnumenta-nab: Bayesian Changepointpyperformance: pickle_pure_pythonspark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 100 - SHA-512 Benchmark Timepyperformance: crypto_pyaesrenaissance: In-Memory Database Shootoutsvt-av1: Preset 8 - Bosphorus 4Knumenta-nab: Contextual Anomaly Detector OSEpyperformance: django_templatebuild-linux-kernel: defconfigcompress-zstd: 19, Long Mode - Compression Speedpyperformance: nbodyrenaissance: Rand Forestcockroach: KV, 50% Reads - 128cockroach: KV, 60% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 10% Reads - 512ospray: particle_volume/pathtracer/real_timecockroach: KV, 95% Reads - 128pyperformance: regex_compilebuild-nodejs: Time To Compilecockroach: KV, 10% Reads - 1024cockroach: KV, 60% Reads - 512openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUoidn: RTLightmap.hdr.4096x4096pyperformance: 2to3oidn: RT.hdr_alb_nrm.3840x2160wireguard: numenta-nab: KNN CADrenaissance: Apache Spark PageRanknumenta-nab: Windowed Gaussiancompress-zstd: 8 - Compression Speedspark: 10000000 - 500 - Calculate Pi Benchmarkrenaissance: Finagle HTTP Requestsbuild-gem5: Time To Compilenumenta-nab: Earthgecko Skylinespark: 10000000 - 100 - Calculate Pi Benchmarkpybench: Total For Average Test Timesrenaissance: Akka Unbalanced Cobwebbed Treecockroach: KV, 50% Reads - 1024build-linux-kernel: allmodconfiggromacs: MPI CPU - water_GMX50_barecompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8 - Decompression Speedpyperformance: json_loadsphpbench: PHP Benchmark Suitepyperformance: pathlibcassandra: Writescompress-7zip: Decompression Ratingdacapobench: Jythoncompress-zstd: 19, Long Mode - Decompression Speedopenvkl: vklBenchmark ISPCopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpgbench: 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 - CPUblender: Classroom - CPU-Onlyopenssl: embree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonnwchem: C240 Buckyballopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenssl: ospray: particle_volume/ao/real_timeopenvino: Person Vehicle Bike Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/scivis/real_timeopenvino: Person Vehicle Bike Detection FP16 - CPUnamd: ATPase Simulation - 327,506 Atomsopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUospray: particle_volume/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUospray: gravity_spheres_volume/dim_512/ao/real_timeopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - 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 - 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 Dataframeonednn: 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 - Compression Speedrenaissance: Scala Dottydacapobench: Tradebeansdacapobench: H2Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3723.21521335.14692.5787085676.72878.0328610.6182610.8611.7359790.70.9076.710.725586.583.737.751262.7537.611266.3016.62633016.1714.8687.46819.266.25638.42136.325.55739.7113770.037011.340495.939856.830362.3174.31656347.2117100.06031192.443058.31.181.652623.44387.53982.1383265.44.8504220.79.2112720.9140.41566.7869.2986232544.942428.0144.34218.5763468.84460.84181.916.885228315.3234467113717535053527.91285119916.920.1540.086325269710.0552906035149753.6921.1344112.2182.3976211.74981554.97384.356.492918571.642.80855.2943.09069052.630.12870963.3549.7742.712553.92554.864.3610984.8643.85599845.21471.179.96101.6619163.47250.59191.1744.8281124518.4161402956954.645989.760113.44.217.3014.248.0713.854.132711.972216.452819.872187.43164.000182.03086.5692.96695717623.23020209.04377.28748981144.21626.6416949.5183948.0947.5361512.10.5576.87.0233324.184.237.921256.8337.931256.7616.54533011.1510.1488.35041.293.25238.07836.225.16540.1112633.045420.250763.347183.035924.6220.69164140.311797.64936217.153436.00.981.692533.60347.02483.6083114.34.7794443.89.0212279.8137.59266.0619.1886129367.346917.7145.10218.7563475.04523.64170.416.885955415.4258565117526032763549.01337122351.790.1580.08731731329.8182882125146388.0620.9944502.7182.2662213.91571519.27400.006.472938439.542.84905.3143.09289031.680.12873958.1450.0342.780654.14774.854.3511010.4544.17599859.39470.009.93101.9319201.93250.72191.0537.4821340014.0581936164779.147350.561535.23.735.649.266.0810.763.822398.862091.752452.352052.39261.788257.96393.5672.440574607140.9296030.51576.51389443970.31691.0579936.2230936.3937.0462471.80.5597.87.6738849.710253.71889.8953.87886.8922.37939510.9010.081014740.894.26446.54143.718.08555.2129592.750034.554048.553059.939678.9227.20565223.313577.99439412.154178.30.981.402743.01324.45474.0462923.34.3224900.710.3612286.4157.58967.69510.4297628716.648074.416.6393901.15013.34679.918.877682115.9243423122972733343812.91316115292.430.1550.09032266979.9692776596142443.1020.5644352.6180.7475212.74587358.646.512927055.042.36115.2943.53809059.490.12934949.6250.4742.328353.77624.884.3610981.9644.02419793.55471.7610.05101.6518953.44251.14190.7640.5591234616.3761565661954.951501.861494.94.015.509.006.3511.633.802024.981812.702044.141834.63226.803263.551113.5629.141044212139.8898783.21848.4672345644.72798.5451544.0132545.8548.2268655.10.9162.510.131400.467.435.761332.0436.041322.8615.02626668.866.38132.78330.822.31443.092.8815.942943.944400.845199.634135.1174.94350569.810535127.049104.11.211.452293.07358.34870.8302766.74.1234326.411080.759.50590732435.544065.7162.90318.7593714.54749.34421.518.082118014.4111879935723803.31258116674.850.1630.091307579810.3712760594146533.1021.4543315.7177.7106208.98487232.286.622872414.241.89175.4142.58438867.050.13139943.6950.7941.958053.13504.934.4210836.1043.48059708.74477.1510.08100.4718954.91253.35189.0942.5421177212.1372970055610.348661.957977.82520.372068.172445.172105.29155.208167.15196.1700.26264OpenBenchmarking.org

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3140.93139.8923.2223.23-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 -lxc -lblas -lmpi -O2 -fwrapv

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor5K10K15K20K25KSE +/- 23.39, N = 3SE +/- 74.67, N = 3SE +/- 192.60, N = 9SE +/- 279.89, N = 36030.58783.221335.120209.0MIN: 5918.45 / MAX: 6465.34MIN: 8639.99 / MAX: 10237.18MIN: 18879.72 / MAX: 25695.67MIN: 19500.01 / MAX: 24557.67

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor10002000300040005000SE +/- 5.68, N = 3SE +/- 10.61, N = 3SE +/- 59.28, N = 3SE +/- 86.27, N = 91576.51848.44692.54377.2MIN: 1459.6 / MAX: 1753.97MIN: 1638.44 / MAX: 2511.81MIN: 4127.65 / MAX: 5167.1MIN: 3244.25 / MAX: 5257.88

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor300K600K900K1200K1500KSE +/- 974.94, N = 3SE +/- 1603.43, N = 3SE +/- 3348.48, N = 3SE +/- 7662.82, N = 313894436723457870858748981. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 6.55, N = 15SE +/- 5.37, N = 3SE +/- 2.43, N = 3SE +/- 1.52, N = 3970.3644.7676.71144.21. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000SE +/- 11.25, N = 15SE +/- 19.72, N = 3SE +/- 9.65, N = 3SE +/- 17.78, N = 51691.02798.52878.01626.6MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59MIN: 2703.32 / MAX: 2993.07MIN: 1501.7 / MAX: 1831.72

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor130260390520650SE +/- 5.27, N = 7SE +/- 1.65, N = 3SE +/- 6.00, N = 8SE +/- 4.92, N = 4579451328416-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++1. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lz -lm -lpthread -ldl

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 6.55, N = 3SE +/- 1.45, N = 3SE +/- 0.90, N = 3SE +/- 2.73, N = 3936.2544.0610.6949.5

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3230132182183

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 0.95, N = 3SE +/- 0.44, N = 3SE +/- 2.40, N = 3SE +/- 3.08, N = 3936.3545.8610.8948.0

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.58, N = 3SE +/- 1.08, N = 3SE +/- 1.15, N = 3SE +/- 4.44, N = 3937.0548.2611.7947.5

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3462268359361

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 2.67, N = 3SE +/- 3.27, N = 3SE +/- 7.05, N = 3SE +/- 6.18, N = 4471.8655.1790.7512.1MIN: 279.75 / MAX: 1172.44MIN: 345.98 / MAX: 897.06MIN: 421.92 / MAX: 1358.68MIN: 286.68 / MAX: 1271.97

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 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.20480.40960.61440.81921.024SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.550.910.900.55-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: 45.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 36.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 397.862.576.776.8

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 37.6710.1010.707.02

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KSE +/- 411.94, N = 15SE +/- 453.10, N = 12SE +/- 322.46, N = 15SE +/- 338.33, N = 1538849.731400.425586.533324.1

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.36, N = 3SE +/- 0.12, N = 3102.067.483.784.2

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1224364860SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 353.7135.7637.7537.92-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 0.66, N = 3SE +/- 4.57, N = 3SE +/- 5.19, N = 3SE +/- 1.02, N = 3889.891332.041262.751256.83-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: 872.27 / MAX: 1983.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 849.6 / MAX: 1940.531. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1224364860SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 353.8736.0437.6137.93-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 0.53, N = 3SE +/- 4.48, N = 3SE +/- 3.25, N = 3SE +/- 4.90, N = 3886.891322.861266.301256.76-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: 829.67 / MAX: 2001.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 787.21 / MAX: 2006.511. (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 ChangepointCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.20, N = 7SE +/- 0.11, N = 15SE +/- 0.09, N = 3SE +/- 0.11, N = 322.3815.0316.6316.55

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor90180270360450SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3395266330330

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 TimeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.13, N = 15SE +/- 0.14, N = 15SE +/- 0.12, N = 1510.9016.1711.15

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 TimeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.09, N = 15SE +/- 0.09, N = 3SE +/- 0.08, N = 1510.0814.8610.14

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3101.068.887.488.3

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor15003000450060007500SE +/- 57.62, N = 15SE +/- 49.85, N = 12SE +/- 45.88, N = 34740.86819.25041.2MIN: 4254.57 / MAX: 7513.03MIN: 6195.68 / MAX: 9376.89MIN: 4538.9 / MAX: 6543.74

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.99, N = 594.2666.3866.2693.251. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSECentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1122334455SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 346.5432.7838.4238.08

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 343.730.836.336.2

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor612182430SE +/- 0.12, N = 13SE +/- 0.15, N = 14SE +/- 0.16, N = 15SE +/- 0.25, N = 618.0922.3125.5625.17

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1224364860SE +/- 0.95, N = 12SE +/- 0.40, N = 3SE +/- 0.28, N = 15SE +/- 0.55, N = 1555.243.039.740.11. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.00, N = 3SE +/- 0.30, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3129.092.8113.0112.0

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 5.43, N = 7SE +/- 7.61, N = 7SE +/- 9.21, N = 3SE +/- 2.99, N = 3592.7815.9770.0633.0MIN: 527.25 / MAX: 739.58MIN: 683.47 / MAX: 1022MIN: 616.18 / MAX: 1004MIN: 556.06 / MAX: 804.33

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KSE +/- 329.62, N = 14SE +/- 201.56, N = 3SE +/- 356.72, N = 15SE +/- 416.43, N = 1550034.542943.937011.345420.2

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor12K24K36K48K60KSE +/- 481.43, N = 3SE +/- 428.40, N = 15SE +/- 512.79, N = 3SE +/- 506.75, N = 554048.544400.840495.950763.3

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KSE +/- 165.79, N = 3SE +/- 369.59, N = 3SE +/- 263.98, N = 15SE +/- 419.75, N = 1553059.945199.639856.847183.0

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KSE +/- 311.20, N = 10SE +/- 149.58, N = 3SE +/- 323.23, N = 4SE +/- 366.30, N = 639678.934135.130362.335924.6

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor50100150200250SE +/- 0.76, N = 3SE +/- 0.88, N = 3SE +/- 1.42, N = 3SE +/- 2.22, N = 3227.21174.94174.32220.69

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor14K28K42K56K70KSE +/- 628.54, N = 3SE +/- 579.24, N = 3SE +/- 200.15, N = 3SE +/- 281.22, N = 365223.350569.856347.264140.3

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3135105117117

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.51, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 377.99100.0697.65

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KSE +/- 464.92, N = 3SE +/- 229.36, N = 3SE +/- 241.56, N = 3SE +/- 352.51, N = 639412.135127.031192.436217.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor12K24K36K48K60KSE +/- 718.51, N = 15SE +/- 339.30, N = 3SE +/- 340.08, N = 15SE +/- 242.19, N = 354178.349104.143058.353436.0

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 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.27230.54460.81691.08921.3615SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.981.211.180.98-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: 40.59-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.86 / MAX: 38.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.401.451.651.69

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3274229262253

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.3840x2160CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.811.622.433.244.05SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 33.013.073.443.60

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor80160240320400SE +/- 1.38, N = 3SE +/- 3.56, N = 3SE +/- 2.72, N = 3SE +/- 3.80, N = 4324.45358.35387.54347.02

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 0.69, N = 3SE +/- 1.04, N = 474.0570.8382.1483.61

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor7001400210028003500SE +/- 21.88, N = 15SE +/- 32.20, N = 15SE +/- 28.02, N = 15SE +/- 41.70, N = 152923.32766.73265.43114.3MIN: 2403.03 / MAX: 3206.49MIN: 2189.29 / MAX: 3157.41MIN: 2655.41 / MAX: 3881.15MIN: 2419.98 / MAX: 3598.87

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1.09132.18263.27394.36525.4565SE +/- 0.030, N = 3SE +/- 0.011, N = 3SE +/- 0.061, N = 3SE +/- 0.038, N = 34.3224.1234.8504.779

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor11002200330044005500SE +/- 41.70, N = 15SE +/- 65.04, N = 15SE +/- 35.39, N = 3SE +/- 10.58, N = 34900.74326.44220.74443.81. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.02, N = 15SE +/- 0.06, N = 15SE +/- 0.08, N = 1510.369.219.02

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KSE +/- 58.98, N = 3SE +/- 35.06, N = 3SE +/- 50.48, N = 3SE +/- 30.45, N = 312286.411080.712720.912279.8MIN: 11309.31 / MAX: 12381.79MIN: 9893.27 / MAX: 11796.43MIN: 11580.19 / MAX: 12819.18MIN: 11289.79 / MAX: 12493.84

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 1.41, N = 7SE +/- 0.71, N = 3SE +/- 1.66, N = 3157.59140.42137.59

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1530456075SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.59, N = 3SE +/- 0.41, N = 367.7059.5166.7966.06

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.02, N = 15SE +/- 0.21, N = 3SE +/- 0.06, N = 1510.429.299.18

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.15, N = 3SE +/- 2.96, N = 3SE +/- 6.66, N = 3SE +/- 4.33, N = 3976907862861

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor7K14K21K28K35KSE +/- 307.26, N = 5SE +/- 334.94, N = 4SE +/- 188.80, N = 3SE +/- 317.43, N = 928716.632435.532544.929367.3MIN: 18893.22 / MAX: 29553.21MIN: 23254.6 / MAX: 33407.51MIN: 24552.33 / MAX: 32901.57MIN: 18263.23 / MAX: 30267.41

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor10K20K30K40K50KSE +/- 683.53, N = 15SE +/- 556.43, N = 15SE +/- 505.70, N = 4SE +/- 385.41, N = 1548074.444065.742428.046917.7

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 1.58, N = 3SE +/- 0.34, N = 3SE +/- 0.49, N = 3162.90144.34145.10

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 12SE +/- 0.02, N = 316.6418.7618.5818.761. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000SE +/- 7.00, N = 3SE +/- 12.53, N = 7SE +/- 11.07, N = 12SE +/- 17.84, N = 53901.13714.53468.83475.01. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** 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 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor11002200330044005500SE +/- 2.82, N = 15SE +/- 88.02, N = 3SE +/- 6.47, N = 3SE +/- 58.12, N = 35013.34749.34460.84523.61. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor10002000300040005000SE +/- 1.95, N = 15SE +/- 28.83, N = 15SE +/- 2.85, N = 3SE +/- 4.06, N = 34679.94421.54181.94170.41. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 318.818.016.816.8

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KSE +/- 4303.11, N = 3SE +/- 1707.89, N = 3SE +/- 3164.42, N = 3SE +/- 10109.62, N = 3776821821180852283859554

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 315.914.415.315.4

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor60K120K180K240K300KSE +/- 638.52, N = 3SE +/- 2145.84, N = 3SE +/- 965.17, N = 3243423234467258565

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor300K600K900K1200K1500KSE +/- 9785.85, N = 3SE +/- 18301.88, N = 3SE +/- 26469.97, N = 3SE +/- 9657.43, N = 312297271118799113717511752601. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000SE +/- 8.11, N = 4SE +/- 2.60, N = 4SE +/- 9.21, N = 4SE +/- 23.29, N = 43334357235053276

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000SE +/- 2.37, N = 12SE +/- 41.20, N = 3SE +/- 13.38, N = 15SE +/- 13.95, N = 153812.93803.33527.93549.01. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 15.10, N = 3SE +/- 11.66, N = 7SE +/- 2.52, N = 3SE +/- 7.54, N = 31316125812851337MIN: 331 / MAX: 4903MIN: 330 / MAX: 5417MIN: 328 / MAX: 3941MIN: 328 / MAX: 5125

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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30K60K90K120K150KSE +/- 491.67, N = 3SE +/- 70.93, N = 3SE +/- 1146.60, N = 3SE +/- 268.69, N = 3115292.43116674.85119916.92122351.79-pie -ldl-pie -ldl-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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 LatencyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.03670.07340.11010.14680.1835SE +/- 0.001, N = 7SE +/- 0.001, N = 12SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1550.1630.1540.1581. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 LatencyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.02050.0410.06150.0820.1025SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0900.0910.0860.0871. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 OnlyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor700K1400K2100K2800K3500KSE +/- 30412.80, N = 7SE +/- 26205.32, N = 12SE +/- 23929.05, N = 3SE +/- 45342.54, N = 332266973075798325269731731321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.016, N = 3SE +/- 0.122, N = 3SE +/- 0.118, N = 3SE +/- 0.091, N = 39.96910.37110.0559.818

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor600K1200K1800K2400K3000KSE +/- 9449.08, N = 3SE +/- 5487.30, N = 3SE +/- 7713.61, N = 3SE +/- 9286.34, N = 327765962760594290603528821251. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30K60K90K120K150KSE +/- 1753.42, N = 4SE +/- 1959.90, N = 3SE +/- 2082.25, N = 3SE +/- 964.99, N = 3142443.10146533.10149753.69146388.06-pie -ldl-pie -ldl-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 320.5621.4521.1320.99

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor10K20K30K40K50KSE +/- 4.25, N = 3SE +/- 4.46, N = 3SE +/- 212.14, N = 3SE +/- 26.83, N = 344352.643315.744112.244502.71. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.45, N = 3SE +/- 0.70, N = 3180.75177.71182.40182.27MIN: 134.63 / MAX: 202.84MIN: 130.43 / MAX: 201.93MIN: 131.93 / MAX: 211.14MIN: 131.2 / MAX: 210.44

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor50100150200250SE +/- 0.21, N = 3SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.23, N = 3212.75208.98211.75213.92MIN: 207.91 / MAX: 226.6MIN: 204.08 / MAX: 217.58MIN: 206.83 / MAX: 224.62MIN: 209.29 / MAX: 225.68

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 22.10Ubuntu 22.10 - perf governor300600900120015001554.91519.21. (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

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor16003200480064008000SE +/- 5.01, N = 3SE +/- 8.70, N = 3SE +/- 1.41, N = 3SE +/- 6.57, N = 37358.647232.287384.357400.00-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.516.626.496.47-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: 5.26 / MAX: 80.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.94 / MAX: 66.161. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor600K1200K1800K2400K3000KSE +/- 508.56, N = 3SE +/- 30.18, N = 3SE +/- 14395.43, N = 3SE +/- 457.92, N = 32927055.02872414.22918571.62938439.51. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10 - perf governor: 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_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 342.3641.8942.8142.85

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1.21732.43463.65194.86926.0865SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.295.415.295.31-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: 4.85 / MAX: 52.21-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.27 / MAX: 42.551. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 343.5442.5843.0943.09

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 4.16, N = 3SE +/- 10.24, N = 3SE +/- 5.92, N = 3SE +/- 3.07, N = 39059.498867.059052.639031.68-pie -ldl-pie -ldl-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.02960.05920.08880.11840.148SE +/- 0.00018, N = 3SE +/- 0.00053, N = 3SE +/- 0.00010, N = 3SE +/- 0.00056, N = 30.129340.131390.128700.12873

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 0.17, N = 3SE +/- 1.87, N = 3SE +/- 2.06, N = 3SE +/- 2.60, N = 3949.62943.69963.35958.14-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1122334455SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 350.4750.7949.7750.03-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: 37.14 / MAX: 245.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.47 / MAX: 276.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 342.3341.9642.7142.78

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_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1224364860SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 353.7853.1453.9354.15

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.884.934.864.85-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: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.98 / MAX: 28.381. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.364.424.364.35-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: 3.56 / MAX: 52.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.51 / MAX: 45.721. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 8.34, N = 3SE +/- 1.62, N = 3SE +/- 1.10, N = 3SE +/- 0.77, N = 310981.9610836.1010984.8611010.45-pie -ldl-pie -ldl-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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_timeCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 344.0243.4843.8644.18

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 1.35, N = 3SE +/- 3.79, N = 3SE +/- 1.37, N = 3SE +/- 1.31, N = 39793.559708.749845.219859.39-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor100200300400500SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3471.76477.15471.17470.00-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: 409.16 / MAX: 595.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 429.2 / MAX: 549.171. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 310.0510.089.969.93-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: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 8.62 / MAX: 43.521. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3101.65100.47101.66101.93-pie -ldl-pie -ldl-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 -MF1. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor4K8K12K16K20KSE +/- 23.50, N = 3SE +/- 11.26, N = 3SE +/- 4.32, N = 3SE +/- 5.00, N = 318953.4418954.9119163.4719201.93-pie -ldl-pie -ldl-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 -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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.58, N = 3251.14253.35250.59250.72-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: 210.49 / MAX: 338.49-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 207.51 / MAX: 302.561. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.48, N = 3190.76189.09191.17191.05-pie -ldl-pie -ldl-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 -MF1. (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 LatencyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.47, N = 12SE +/- 0.51, N = 12SE +/- 1.20, N = 12SE +/- 0.74, N = 1240.5642.5444.8337.481. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 WriteCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KSE +/- 143.18, N = 12SE +/- 142.54, N = 12SE +/- 309.57, N = 12SE +/- 276.48, N = 12123461177211245134001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 LatencyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.66, N = 12SE +/- 2.27, N = 9SE +/- 0.87, N = 12SE +/- 0.98, N = 1216.3812.1418.4214.061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 WriteCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor6K12K18K24K30KSE +/- 886.38, N = 12SE +/- 6441.82, N = 9SE +/- 903.13, N = 12SE +/- 2177.61, N = 12156562970014029193611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -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 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor14K28K42K56K70KSE +/- 1322.12, N = 12SE +/- 1404.90, N = 15SE +/- 1556.62, N = 15SE +/- 652.77, N = 361954.955610.356954.664779.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KSE +/- 976.86, N = 15SE +/- 572.73, N = 3SE +/- 419.66, N = 15SE +/- 675.35, N = 351501.848661.945989.747350.5

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor13K26K39K52K65KSE +/- 1059.48, N = 15SE +/- 581.80, N = 6SE +/- 436.18, N = 3SE +/- 1167.40, N = 1561494.957977.860113.461535.2

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 DataframeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor0.94731.89462.84193.78924.7365SE +/- 0.15, N = 15SE +/- 0.10, N = 15SE +/- 0.16, N = 154.014.213.73

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 TimeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor246810SE +/- 0.09, N = 14SE +/- 0.40, N = 3SE +/- 0.18, N = 125.507.305.64

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 9Ubuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.30, N = 14SE +/- 0.90, N = 3SE +/- 0.14, N = 129.0014.249.26

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 9Ubuntu 22.10Ubuntu 22.10 - perf governor246810SE +/- 0.08, N = 14SE +/- 0.32, N = 3SE +/- 0.13, N = 126.358.076.08

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 TimeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.83, N = 14SE +/- 0.33, N = 3SE +/- 0.15, N = 1211.6313.8510.76

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 DataframeCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor0.92931.85862.78793.71724.6465SE +/- 0.10, N = 15SE +/- 0.17, N = 3SE +/- 0.17, N = 153.804.133.82

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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000SE +/- 5.15, N = 3SE +/- 49.58, N = 15SE +/- 30.01, N = 15SE +/- 31.14, N = 152024.982520.372711.972398.86MIN: 2003.52MIN: 2153.34MIN: 2500.56MIN: 2143.31. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor5001000150020002500SE +/- 13.72, N = 3SE +/- 50.07, N = 15SE +/- 37.53, N = 12SE +/- 15.28, N = 31812.702068.172216.452091.75MIN: 1778.43MIN: 1616.01MIN: 1956.5MIN: 2039.321. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000SE +/- 13.20, N = 3SE +/- 44.40, N = 15SE +/- 37.19, N = 3SE +/- 30.06, N = 32044.142445.172819.872452.35MIN: 2012.73MIN: 2084.26MIN: 2632.58MIN: 2378.281. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor5001000150020002500SE +/- 7.09, N = 3SE +/- 43.12, N = 12SE +/- 36.42, N = 15SE +/- 23.04, N = 151834.632105.292187.432052.39MIN: 1815.46MIN: 1721.05MIN: 1887.97MIN: 1870.561. (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 4KCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 3.69, N = 15SE +/- 1.13, N = 3SE +/- 1.98, N = 4SE +/- 2.80, N = 15226.80155.21164.00261.791. (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 4KCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 4.83, N = 15SE +/- 1.97, N = 3SE +/- 1.31, N = 15SE +/- 5.92, N = 15263.55167.15182.03257.961. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 1.54, N = 3SE +/- 0.84, N = 7SE +/- 1.84, N = 12SE +/- 0.96, N = 5113.596.186.593.51. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor150300450600750SE +/- 6.35, N = 5SE +/- 10.54, N = 15SE +/- 12.66, N = 12SE +/- 9.64, N = 15629.1700.2692.9672.4MIN: 530.57 / MAX: 985.94MIN: 515.06 / MAX: 1185.79MIN: 552.39 / MAX: 1130.25MIN: 533.51 / MAX: 1001.08

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor14002800420056007000SE +/- 84.87, N = 20SE +/- 80.92, N = 20SE +/- 69.76, N = 20410466954057

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor15003000450060007500SE +/- 73.81, N = 20SE +/- 58.77, N = 7SE +/- 88.67, N = 4SE +/- 95.68, N = 164212626471764607

Phoronix Test Suite v10.8.5